{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 地理编码与逆地理编码"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 准备工作"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests, json\n",
    "import pandas as pd\n",
    "from PIL import Image\n",
    "from io import BytesIO\n",
    "import geo\n",
    "yx_key = \"b5a348278f04fa1dd6e0e9933c53642f\""
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 地理编码"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000',\n",
       " 'count': '1',\n",
       " 'geocodes': [{'formatted_address': '广东省广州市从化区中山大学南方学院',\n",
       "   'country': '中国',\n",
       "   'province': '广东省',\n",
       "   'citycode': '020',\n",
       "   'city': '广州市',\n",
       "   'district': '从化区',\n",
       "   'township': [],\n",
       "   'neighborhood': {'name': [], 'type': []},\n",
       "   'building': {'name': [], 'type': []},\n",
       "   'adcode': '440117',\n",
       "   'street': [],\n",
       "   'number': [],\n",
       "   'location': '113.679287,23.632575',\n",
       "   'level': '兴趣点'}]}"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geo.geocode(yx_key, \"广东省广州市中山大学南方学院\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 逆地理编码"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'regeocode': {'addressComponent': {'city': '广州市',\n",
       "   'province': '广东省',\n",
       "   'adcode': '440117',\n",
       "   'district': '从化区',\n",
       "   'towncode': '440117103000',\n",
       "   'streetNumber': {'number': '7号',\n",
       "    'location': '113.678600,23.633329',\n",
       "    'direction': '西北',\n",
       "    'distance': '109.203',\n",
       "    'street': '博学路'},\n",
       "   'country': '中国',\n",
       "   'township': '温泉镇',\n",
       "   'businessAreas': [[]],\n",
       "   'building': {'name': [], 'type': []},\n",
       "   'neighborhood': {'name': [], 'type': []},\n",
       "   'citycode': '020'},\n",
       "  'formatted_address': '广东省广州市从化区温泉镇中山大学南方学院'},\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000'}"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geo.re_geocode(yx_key,\"113.679287,23.632575\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 路径规划"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 路径规划-步行"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "#(起点)广东省广州市中山大学南方学院_location: 113.679287,23.632575 (终点)天河客运站_location: 113.342309,23.170892"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'info': 'ok',\n",
       " 'infocode': '10000',\n",
       " 'count': '1',\n",
       " 'route': {'origin': '113.679287,23.632575',\n",
       "  'destination': '113.342309,23.170892',\n",
       "  'paths': [{'distance': '71867',\n",
       "    'duration': '57494',\n",
       "    'steps': [{'instruction': '向东步行101米右转',\n",
       "      'orientation': '东',\n",
       "      'road': [],\n",
       "      'distance': '101',\n",
       "      'duration': '81',\n",
       "      'polyline': '113.679592,23.632491;113.680586,23.632522',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '向南步行199米向右前方行走',\n",
       "      'orientation': '南',\n",
       "      'road': [],\n",
       "      'distance': '199',\n",
       "      'duration': '159',\n",
       "      'polyline': '113.680586,23.632522;113.680638,23.63214;113.680668,23.63174;113.680634,23.631541;113.68059,23.631437;113.68059,23.631437;113.680499,23.631241;113.680408,23.631094;113.680208,23.630842',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '向西步行159米左转',\n",
       "      'orientation': '西',\n",
       "      'road': [],\n",
       "      'distance': '159',\n",
       "      'duration': '127',\n",
       "      'polyline': '113.680204,23.630838;113.680035,23.630773;113.680035,23.630773;113.679644,23.630638;113.679644,23.630638;113.679362,23.630521;113.679201,23.630473;113.679201,23.630473;113.679032,23.63043;113.679032,23.63043;113.67888,23.630404;113.67888,23.630404;113.678711,23.630365',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '向南步行237米左转',\n",
       "      'orientation': '南',\n",
       "      'road': [],\n",
       "      'distance': '237',\n",
       "      'duration': '190',\n",
       "      'polyline': '113.678711,23.63036;113.678711,23.62934;113.678711,23.62934;113.678711,23.629193;113.678689,23.629084;113.678637,23.629023;113.678424,23.628902;113.678368,23.628841;113.678316,23.628724;113.678294,23.628611;113.678294,23.628611;113.678277,23.628372',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '向南步行498米向右前方行走',\n",
       "      'orientation': '南',\n",
       "      'road': [],\n",
       "      'distance': '498',\n",
       "      'duration': '398',\n",
       "      'polyline': '113.678273,23.628368;113.678572,23.628338;113.678685,23.628307;113.678685,23.628307;113.678845,23.628234;113.679045,23.628073;113.679158,23.627964;113.679158,23.627964;113.679214,23.627869;113.679236,23.627778;113.67928,23.627526;113.679288,23.627322;113.679288,23.627322;113.679253,23.626853;113.679184,23.626623;113.679141,23.626497;113.679002,23.626259;113.678941,23.626176;113.678711,23.625977;113.67862,23.625864;113.678529,23.62572;113.678438,23.625191;113.678429,23.625056;113.678451,23.624939;113.678572,23.624657',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '向西南步行722米左转',\n",
       "      'orientation': '西南',\n",
       "      'road': [],\n",
       "      'distance': '722',\n",
       "      'duration': '578',\n",
       "      'polyline': '113.678572,23.624653;113.678559,23.62451;113.678416,23.624323;113.678416,23.624323;113.677582,23.623793;113.676532,23.623346;113.676363,23.623255;113.676272,23.623151;113.676111,23.622834;113.676042,23.622739;113.67579,23.622483;113.675499,23.622279;113.675417,23.622174;113.675386,23.622088;113.675378,23.621836;113.675378,23.621836;113.675391,23.62161;113.675434,23.621476;113.675543,23.621359;113.675764,23.621181;113.675846,23.621089;113.675903,23.620994;113.675907,23.620855;113.675877,23.620725;113.675747,23.620547;113.675599,23.620373;113.675243,23.620013',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '向东南步行412米向右前方行走',\n",
       "      'orientation': '东南',\n",
       "      'road': [],\n",
       "      'distance': '412',\n",
       "      'duration': '330',\n",
       "      'polyline': '113.675239,23.620009;113.67549,23.620013;113.675642,23.619991;113.675773,23.619948;113.676016,23.619796;113.676901,23.619193;113.677261,23.618785;113.678069,23.61783;113.678069,23.61783;113.678181,23.617656',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿乌土街向南步行1381米右转',\n",
       "      'orientation': '南',\n",
       "      'road': '乌土街',\n",
       "      'distance': '1381',\n",
       "      'duration': '1105',\n",
       "      'polyline': '113.678181,23.617652;113.678095,23.617205;113.678051,23.617075;113.677973,23.616923;113.677743,23.616558;113.677609,23.616289;113.677391,23.615816;113.677339,23.615668;113.67714,23.614826;113.677049,23.614323;113.676927,23.613359;113.676845,23.612786;113.676602,23.611489;113.676415,23.610438;113.676411,23.610265;113.676411,23.610265;113.676489,23.609848;113.676502,23.609622;113.676493,23.609236;113.676415,23.608746;113.676415,23.608485;113.67648,23.60819;113.67661,23.607734;113.676819,23.606736;113.676862,23.606541;113.676914,23.606415;113.677014,23.606254;113.677535,23.605673',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿乌土街向西南步行165米直行',\n",
       "      'orientation': '西南',\n",
       "      'road': '乌土街',\n",
       "      'distance': '165',\n",
       "      'duration': '132',\n",
       "      'polyline': '113.677535,23.605668;113.676988,23.605373;113.676402,23.605;113.676163,23.604887',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿934县道向西步行118米直行',\n",
       "      'orientation': '西',\n",
       "      'road': '934县道',\n",
       "      'distance': '118',\n",
       "      'duration': '94',\n",
       "      'polyline': '113.676159,23.604883;113.675799,23.604805;113.675508,23.604779;113.675508,23.604779;113.675013,23.60474',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿桃园东路向西南步行674米向右前方行走',\n",
       "      'orientation': '西南',\n",
       "      'road': '桃园东路',\n",
       "      'distance': '674',\n",
       "      'duration': '539',\n",
       "      'polyline': '113.675009,23.604735;113.674236,23.604683;113.673893,23.604618;113.673464,23.604492;113.673464,23.604492;113.67168,23.604006;113.671541,23.603958;113.671411,23.603854;113.671068,23.603472;113.670807,23.603264;113.670807,23.603264;113.670525,23.603073;113.6702,23.602904;113.6702,23.602904;113.670022,23.602795;113.670022,23.602795;113.669909,23.602682;113.669818,23.602517;113.669787,23.602413;113.669718,23.601901',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿桃园东路向西南步行247米直行',\n",
       "      'orientation': '西南',\n",
       "      'road': '桃园东路',\n",
       "      'distance': '247',\n",
       "      'duration': '198',\n",
       "      'polyline': '113.669714,23.601897;113.66964,23.601771;113.66964,23.601771;113.669488,23.601558;113.669488,23.601558;113.668789,23.600859;113.668663,23.600768;113.668663,23.600768;113.668442,23.600647;113.667947,23.600417',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿桃园西路向西南步行2775米向右前方行走',\n",
       "      'orientation': '西南',\n",
       "      'road': '桃园西路',\n",
       "      'distance': '2775',\n",
       "      'duration': '2220',\n",
       "      'polyline': '113.667943,23.600412;113.667331,23.600139;113.667331,23.600139;113.666224,23.599644;113.665955,23.599505;113.665955,23.599505;113.665781,23.599362;113.665781,23.599362;113.665521,23.599093;113.665521,23.599093;113.665286,23.598824;113.665286,23.598824;113.665256,23.598785;113.665256,23.598785;113.664796,23.598238;113.664796,23.598238;113.664401,23.597622;113.664401,23.597622;113.664071,23.59714;113.663746,23.59678;113.663746,23.59678;113.663477,23.59651;113.663477,23.59651;113.66224,23.595434;113.66224,23.595434;113.661563,23.594848;113.661563,23.594848;113.661311,23.594605;113.66115,23.594414;113.660907,23.594032;113.660907,23.594032;113.660829,23.593889;113.660729,23.593598;113.660547,23.593025;113.660464,23.592804;113.660464,23.592804;113.659931,23.591593;113.659831,23.591393;113.659631,23.59105;113.659631,23.59105;113.659115,23.59023;113.658824,23.589592;113.658824,23.589592;113.658754,23.589405;113.658754,23.589405;113.657817,23.58714;113.657747,23.586936;113.657695,23.586693;113.657548,23.585369;113.657548,23.585369;113.657483,23.585161;113.657326,23.584896;113.657326,23.584896;113.657114,23.58457;113.657062,23.584453;113.65691,23.583924;113.656884,23.583785;113.656879,23.583681;113.656888,23.583572;113.656979,23.58326;113.657066,23.58303;113.657157,23.582852;113.657378,23.582539;113.657431,23.582444;113.65747,23.582344;113.657483,23.582235;113.657483,23.582109;113.657435,23.580777;113.657405,23.580616;113.657405,23.580616;113.657296,23.580308;113.657244,23.580221;113.656723,23.579644;113.656723,23.579644;113.656597,23.579488;113.656411,23.579362',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿石海工业大道向西南步行1838米直行',\n",
       "      'orientation': '西南',\n",
       "      'road': '石海工业大道',\n",
       "      'distance': '1838',\n",
       "      'duration': '1470',\n",
       "      'polyline': '113.656406,23.579358;113.656055,23.57931;113.656055,23.57931;113.655091,23.579089;113.654918,23.579023;113.654566,23.57885;113.654566,23.57885;113.653681,23.578372;113.653681,23.578372;113.653429,23.578247;113.653429,23.578247;113.652713,23.577865;113.652713,23.577865;113.652452,23.577704;113.652001,23.577387;113.652001,23.577387;113.651654,23.577105;113.651654,23.577105;113.651437,23.57694;113.651437,23.57694;113.650681,23.576332;113.650681,23.576332;113.650378,23.576094;113.650378,23.576094;113.649674,23.575534;113.649674,23.575534;113.649583,23.575451;113.649583,23.575451;113.64924,23.575182;113.64924,23.575182;113.647409,23.573754;113.647409,23.573754;113.647279,23.573641;113.646793,23.573155;113.646793,23.573155;113.64661,23.57296;113.64661,23.57296;113.646419,23.572778;113.646419,23.572778;113.646202,23.572565;113.645968,23.57237;113.645252,23.571866;113.645252,23.571866;113.644974,23.571732;113.644974,23.571732;113.644883,23.571706;113.644618,23.571671;113.643967,23.571675;113.643967,23.571675;113.643511,23.57168;113.643511,23.57168;113.64329,23.57168;113.643047,23.571654;113.64293,23.571632;113.642548,23.571502;113.642326,23.571411;113.641979,23.571228;113.641636,23.571003;113.641636,23.571003;113.641437,23.57082',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿政通路向西南步行2161米直行',\n",
       "      'orientation': '西南',\n",
       "      'road': '政通路',\n",
       "      'distance': '2161',\n",
       "      'duration': '1729',\n",
       "      'polyline': '113.641432,23.570816;113.641168,23.570525;113.641168,23.570525;113.640964,23.570265;113.640864,23.570156;113.640864,23.570156;113.640651,23.569978;113.640408,23.569822;113.638902,23.569006;113.638902,23.569006;113.638398,23.568746;113.638056,23.568611;113.637695,23.568529;113.637431,23.568507;113.637209,23.568516;113.637209,23.568516;113.636836,23.568576;113.636836,23.568576;113.636484,23.568676;113.636484,23.568676;113.635334,23.569058;113.633754,23.569614;113.633485,23.569674;113.633251,23.569692;113.633251,23.569692;113.633069,23.569688;113.633069,23.569688;113.632778,23.569635;113.632378,23.569492;113.631992,23.569319;113.631853,23.569223;113.631801,23.569158;113.631701,23.568997;113.631441,23.568338;113.631441,23.568338;113.63128,23.567947;113.63128,23.567947;113.63122,23.567834;113.631089,23.567656;113.630946,23.567526;113.630768,23.567387;113.630768,23.567387;113.630456,23.567157;113.630456,23.567157;113.630113,23.566884;113.630113,23.566884;113.629596,23.566458;113.629063,23.565799;113.628359,23.565174;113.62826,23.565026;113.62806,23.564592;113.627665,23.56395;113.627574,23.563815;113.627413,23.56365;113.626576,23.563003;113.626254,23.562804;113.625964,23.562682;113.624987,23.562365',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿灌村路向西步行781米左转',\n",
       "      'orientation': '西',\n",
       "      'road': '灌村路',\n",
       "      'distance': '781',\n",
       "      'duration': '625',\n",
       "      'polyline': '113.624983,23.562361;113.624431,23.562183;113.62349,23.56191;113.623216,23.561771;113.623003,23.561593;113.622661,23.561185;113.622049,23.560525;113.621936,23.560421;113.621775,23.560317;113.621515,23.560226;113.620226,23.559926;113.619579,23.559761;113.619427,23.559744;113.619427,23.559744;113.619188,23.559731;113.619188,23.559731;113.618555,23.559796;113.618355,23.559839;113.618251,23.559887',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿环市东路向西南步行1583米',\n",
       "      'orientation': '西南',\n",
       "      'road': '环市东路',\n",
       "      'distance': '1583',\n",
       "      'duration': '1266',\n",
       "      'polyline': '113.618247,23.559887;113.617626,23.559271;113.617626,23.559271;113.615794,23.557474;113.615794,23.557474;113.615213,23.556905;113.615213,23.556905;113.614093,23.55579;113.614093,23.55579;113.613832,23.55549;113.613832,23.55549;113.613628,23.555217;113.613628,23.555217;113.613429,23.554926;113.613429,23.554926;113.613138,23.554418;113.612778,23.553516;113.612778,23.553516;113.612756,23.553442;113.612756,23.553442;113.612682,23.553251;113.612682,23.553251;113.612656,23.553181;113.612656,23.553181;113.612344,23.552339;113.612344,23.552339;113.612192,23.551949;113.612192,23.551949;113.61207,23.551658;113.611888,23.551354;113.611606,23.550968;113.611476,23.550812;113.611246,23.550577;113.610551,23.55;113.610551,23.55;113.610065,23.549609;113.610065,23.549609;113.609514,23.549162;113.609514,23.549162;113.609071,23.548746;113.609071,23.548746;113.608971,23.548641',\n",
       "      'action': [],\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿环市东路向南步行1626米右转',\n",
       "      'orientation': '南',\n",
       "      'road': '环市东路',\n",
       "      'distance': '1626',\n",
       "      'duration': '1301',\n",
       "      'polyline': '113.608967,23.548637;113.608707,23.548247;113.608537,23.547921;113.608537,23.547921;113.608416,23.547526;113.608364,23.547266;113.608364,23.547266;113.608333,23.54697;113.608333,23.54697;113.608264,23.546155;113.608264,23.546155;113.608225,23.545664;113.608216,23.545061;113.608273,23.544501;113.608333,23.54418;113.608333,23.54418;113.608359,23.544054;113.608359,23.544054;113.60849,23.54342;113.60849,23.54342;113.608533,23.543199;113.608533,23.543199;113.608906,23.541484;113.608906,23.541484;113.609097,23.540564;113.609097,23.540564;113.609297,23.539661;113.609297,23.539661;113.609497,23.538685;113.609557,23.538307;113.609557,23.538307;113.609601,23.537635;113.609601,23.537635;113.609601,23.537166;113.609553,23.536536;113.609553,23.536536;113.609453,23.535916;113.60928,23.535252;113.608872,23.534223',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿从樟一路向西步行14米左转',\n",
       "      'orientation': '西',\n",
       "      'road': '从樟一路',\n",
       "      'distance': '14',\n",
       "      'duration': '11',\n",
       "      'polyline': '113.608867,23.534219;113.608737,23.534223',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿环市东路向西南步行1098米向右前方行走',\n",
       "      'orientation': '西南',\n",
       "      'road': '环市东路',\n",
       "      'distance': '1098',\n",
       "      'duration': '878',\n",
       "      'polyline': '113.608733,23.534223;113.608242,23.53299;113.608242,23.53299;113.608012,23.532448;113.608012,23.532448;113.607799,23.531914;113.607799,23.531914;113.607682,23.531628;113.607682,23.531628;113.607248,23.530551;113.607248,23.530551;113.606988,23.529931;113.606988,23.529931;113.606866,23.529688;113.606866,23.529688;113.606645,23.529345;113.606484,23.529145;113.606484,23.529145;113.606385,23.529032;113.606385,23.529032;113.606128,23.52878;113.605898,23.528581;113.605898,23.528581;113.604952,23.527786;113.604952,23.527786;113.604388,23.527331;113.604388,23.527331;113.603563,23.526636;113.603563,23.526636;113.60329,23.526636;113.60329,23.526636;113.603199,23.526636;113.603199,23.526636;113.603194,23.526641;113.603207,23.526484;113.603207,23.526484;113.603216,23.526311;113.603216,23.526311;113.603142,23.526233',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '步行24米左转',\n",
       "      'orientation': [],\n",
       "      'road': [],\n",
       "      'distance': '24',\n",
       "      'duration': '19',\n",
       "      'polyline': '113.603138,23.526228;113.602908,23.526289',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '1'},\n",
       "     {'instruction': '沿环市东路步行79米向右前方行走',\n",
       "      'orientation': [],\n",
       "      'road': '环市东路',\n",
       "      'distance': '79',\n",
       "      'duration': '63',\n",
       "      'polyline': '113.602904,23.526289;113.602886,23.526141;113.602769,23.525777;113.602769,23.525777;113.602656,23.525621',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿从城大道步行52米左转',\n",
       "      'orientation': [],\n",
       "      'road': '从城大道',\n",
       "      'distance': '52',\n",
       "      'duration': '42',\n",
       "      'polyline': '113.602652,23.525616;113.602448,23.52549;113.602244,23.525399;113.602244,23.525399;113.602205,23.525391',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '步行31米右转',\n",
       "      'orientation': [],\n",
       "      'road': [],\n",
       "      'distance': '31',\n",
       "      'duration': '25',\n",
       "      'polyline': '113.602201,23.525386;113.60227,23.525109',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '1'},\n",
       "     {'instruction': '沿环市东路向西南步行21米向右前方行走',\n",
       "      'orientation': '西南',\n",
       "      'road': '环市东路',\n",
       "      'distance': '21',\n",
       "      'duration': '17',\n",
       "      'polyline': '113.60227,23.525104;113.602153,23.524944',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '步行39米左转',\n",
       "      'orientation': [],\n",
       "      'road': [],\n",
       "      'distance': '39',\n",
       "      'duration': '31',\n",
       "      'polyline': '113.602148,23.524939;113.601771,23.52487',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '1'},\n",
       "     {'instruction': '沿从城大道向南步行44米向右前方行走',\n",
       "      'orientation': '南',\n",
       "      'road': '从城大道',\n",
       "      'distance': '44',\n",
       "      'duration': '35',\n",
       "      'polyline': '113.601766,23.524865;113.60178,23.524722;113.60178,23.524722;113.60178,23.524457',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从公路向西步行1988米',\n",
       "      'orientation': '西',\n",
       "      'road': '广从公路',\n",
       "      'distance': '1988',\n",
       "      'duration': '1590',\n",
       "      'polyline': '113.60178,23.524453;113.601602,23.524219;113.601602,23.524219;113.601337,23.523876;113.601189,23.523715;113.601189,23.523715;113.600885,23.523455;113.600634,23.523286;113.600634,23.523286;113.60033,23.523138;113.599961,23.523012;113.599705,23.522951;113.599123,23.522891;113.599123,23.522891;113.597977,23.522799;113.597977,23.522799;113.597179,23.522734;113.597179,23.522734;113.595959,23.522635;113.595959,23.522635;113.595386,23.522595;113.595386,23.522595;113.594813,23.522556;113.594813,23.522556;113.59388,23.522483;113.59388,23.522483;113.593585,23.522457;113.593585,23.522457;113.591866,23.522322;113.591866,23.522322;113.591775,23.522309;113.591775,23.522309;113.591684,23.522305;113.591684,23.522305;113.591107,23.522261;113.590538,23.522174;113.590538,23.522174;113.590052,23.522075;113.590052,23.522075;113.589579,23.521949;113.589579,23.521949;113.589266,23.521845;113.589266,23.521845;113.589167,23.52181;113.589167,23.52181;113.588542,23.521554;113.588108,23.521341;113.588108,23.521341;113.587556,23.521024;113.587292,23.520846;113.58681,23.520482;113.586428,23.520174;113.586428,23.520174;113.586033,23.519852;113.585642,23.519527;113.585642,23.519527;113.584674,23.518733;113.584674,23.518733;113.584536,23.51862;113.584536,23.51862;113.584245,23.518372',\n",
       "      'action': [],\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从公路向西南步行1641米',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从公路',\n",
       "      'distance': '1641',\n",
       "      'duration': '1313',\n",
       "      'polyline': '113.58424,23.518368;113.582973,23.517313;113.582973,23.517313;113.582127,23.516619;113.582127,23.516619;113.581875,23.516393;113.581875,23.516393;113.581749,23.516289;113.581749,23.516289;113.581241,23.515868;113.581241,23.515868;113.580868,23.515551;113.580868,23.515551;113.58069,23.515412;113.58069,23.515412;113.580056,23.514913;113.580056,23.514913;113.579683,23.514666;113.579332,23.514466;113.579102,23.514353;113.579102,23.514353;113.578585,23.514141;113.577014,23.513589;113.577014,23.513589;113.57671,23.513481;113.57671,23.513481;113.576007,23.513234;113.576007,23.513234;113.575386,23.513003;113.574436,23.512595;113.574436,23.512595;113.573963,23.512365;113.573963,23.512365;113.57303,23.511823;113.572405,23.511406;113.572405,23.511406;113.571549,23.510825;113.571549,23.510825;113.57148,23.510773;113.57148,23.510773;113.571228,23.510569;113.570924,23.51026',\n",
       "      'action': [],\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从公路向西南步行4522米直行',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从公路',\n",
       "      'distance': '4522',\n",
       "      'duration': '3618',\n",
       "      'polyline': '113.57092,23.510256;113.57066,23.509974;113.570421,23.509674;113.570239,23.509418;113.569484,23.50819;113.569484,23.50819;113.569336,23.507934;113.569336,23.507934;113.568741,23.506966;113.568741,23.506966;113.568498,23.506571;113.568498,23.506571;113.567865,23.505543;113.567865,23.505543;113.56753,23.505074;113.56753,23.505074;113.567218,23.504731;113.566897,23.504436;113.566897,23.504436;113.566593,23.504206;113.566133,23.503919;113.56569,23.503707;113.565035,23.503451;113.565035,23.503451;113.563542,23.502873;113.563542,23.502873;113.562318,23.502409;113.562318,23.502409;113.560043,23.501541;113.560043,23.501541;113.559792,23.50145;113.559792,23.50145;113.559466,23.501324;113.559466,23.501324;113.559084,23.501172;113.559084,23.501172;113.55822,23.500846;113.55822,23.500846;113.557804,23.500686;113.557804,23.500686;113.557352,23.500473;113.557352,23.500473;113.557153,23.500365;113.556697,23.500069;113.556376,23.499831;113.555477,23.499058;113.555477,23.499058;113.55523,23.498863;113.55523,23.498863;113.554878,23.498598;113.554878,23.498598;113.554536,23.498381;113.554536,23.498381;113.554119,23.498134;113.554119,23.498134;113.553746,23.497921;113.553746,23.497921;113.552691,23.497357;113.552691,23.497357;113.550378,23.49612;113.550378,23.49612;113.548798,23.49526;113.548798,23.49526;113.548641,23.495178;113.548641,23.495178;113.547365,23.494488;113.546801,23.494223;113.546801,23.494223;113.546298,23.49398;113.546298,23.49398;113.545612,23.493594;113.54549,23.493485;113.54549,23.493485;113.545464,23.493464;113.545464,23.493464;113.545304,23.49332;113.545304,23.49332;113.544918,23.492977;113.544414,23.492574;113.543589,23.491997;113.543589,23.491997;113.542947,23.491532;113.542947,23.491532;113.542339,23.49112;113.54194,23.490933;113.541306,23.49072;113.541306,23.49072;113.541246,23.490699;113.541246,23.490699;113.538919,23.490109;113.538919,23.490109;113.536541,23.489505;113.536541,23.489505;113.53612,23.489401;113.53612,23.489401;113.535508,23.48924;113.535508,23.48924;113.535313,23.489188;113.535313,23.489188;113.534831,23.489062;113.534436,23.488932',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从北路向西南步行337米直行',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从北路',\n",
       "      'distance': '337',\n",
       "      'duration': '270',\n",
       "      'polyline': '113.534431,23.488928;113.533663,23.488628;113.533663,23.488628;113.53316,23.488381;113.53316,23.488381;113.532626,23.488086;113.532626,23.488086;113.532092,23.487734;113.531602,23.487357',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从北路辅路向西南步行369米直行',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从北路辅路',\n",
       "      'distance': '369',\n",
       "      'duration': '295',\n",
       "      'polyline': '113.531597,23.487352;113.531398,23.48727;113.530994,23.486888;113.530994,23.486888;113.530564,23.486415;113.529544,23.48513;113.529544,23.48513;113.529362,23.484887;113.529362,23.484887;113.529297,23.4848',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路辅路向西南步行343米直行',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从南路辅路',\n",
       "      'distance': '343',\n",
       "      'duration': '274',\n",
       "      'polyline': '113.529297,23.484796;113.529054,23.484492;113.529054,23.484492;113.528368,23.483602;113.528056,23.483225;113.528056,23.483225;113.527704,23.482786;113.527704,23.482786;113.527461,23.48247;113.527422,23.482235',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路向西南步行268米向右前方行走',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从南路',\n",
       "      'distance': '268',\n",
       "      'duration': '214',\n",
       "      'polyline': '113.527418,23.482231;113.526241,23.48069;113.526241,23.48069;113.525911,23.480247',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路向西南步行885米',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从南路',\n",
       "      'distance': '885',\n",
       "      'duration': '708',\n",
       "      'polyline': '113.525907,23.480243;113.525903,23.480243;113.525903,23.480243;113.524952,23.479093;113.524614,23.47875;113.524362,23.47852;113.524067,23.478286;113.524067,23.478286;113.523798,23.478103;113.523455,23.477899;113.522478,23.477357;113.522478,23.477357;113.521037,23.476562;113.521037,23.476562;113.520417,23.476228;113.520417,23.476228;113.519822,23.475951;113.519436,23.475807;113.518954,23.475673',\n",
       "      'action': [],\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路辅路向西步行755米直行',\n",
       "      'orientation': '西',\n",
       "      'road': '广从南路辅路',\n",
       "      'distance': '755',\n",
       "      'duration': '604',\n",
       "      'polyline': '113.51895,23.475668;113.518589,23.475651;113.518016,23.475477;113.518016,23.475477;113.517548,23.47533;113.517548,23.47533;113.517496,23.475313;113.517496,23.475313;113.517322,23.475252;113.517322,23.475252;113.517122,23.475195;113.517122,23.475195;113.516085,23.474865;113.516085,23.474865;113.515734,23.474761;113.515734,23.474761;113.515551,23.474701;113.515551,23.474701;113.515382,23.474648;113.515382,23.474648;113.515321,23.474627;113.515321,23.474627;113.515056,23.474544;113.515056,23.474544;113.513468,23.474045;113.513468,23.474045;113.512161,23.473655;113.511949,23.473464',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路向西南步行3128米直行',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从南路',\n",
       "      'distance': '3128',\n",
       "      'duration': '2502',\n",
       "      'polyline': '113.511944,23.473459;113.511285,23.473264;113.511285,23.473264;113.510265,23.472943;113.509523,23.472682;113.508203,23.472122;113.507847,23.471944;113.507847,23.471944;113.50776,23.471901;113.50776,23.471901;113.506823,23.471419;113.506823,23.471419;113.505334,23.470642;113.505334,23.470642;113.504918,23.470417;113.504918,23.470417;113.503503,23.469696;113.503503,23.469696;113.502773,23.469314;113.502773,23.469314;113.501849,23.468832;113.501849,23.468832;113.501076,23.468424;113.500851,23.46829;113.500421,23.467995;113.50013,23.467747;113.50013,23.467747;113.499813,23.467413;113.499544,23.467096;113.499544,23.467096;113.499332,23.46678;113.499093,23.466341;113.499093,23.466341;113.498477,23.465056;113.498477,23.465056;113.498437,23.464965;113.498437,23.464965;113.497543,23.463077;113.497543,23.463077;113.496723,23.461376;113.496554,23.461068;113.496302,23.46069;113.496302,23.46069;113.49615,23.460486;113.49615,23.460486;113.496029,23.460334;113.496029,23.460334;113.495243,23.459384;113.495243,23.459384;113.494883,23.458963;113.494883,23.458963;113.494362,23.458346;113.494362,23.458346;113.49411,23.458034;113.49411,23.458034;113.494019,23.457921;113.494019,23.457921;113.493715,23.457496;113.493715,23.457496;113.493555,23.457261;113.493555,23.457261;113.493411,23.457027;113.493411,23.457027;113.493203,23.456654;113.493008,23.456259;113.492695,23.455512;113.492496,23.454891;113.492188,23.453681',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路辅路向南步行1228米向左前方行走',\n",
       "      'orientation': '南',\n",
       "      'road': '广从南路辅路',\n",
       "      'distance': '1228',\n",
       "      'duration': '982',\n",
       "      'polyline': '113.492188,23.453676;113.492083,23.453555;113.491923,23.452882;113.491862,23.452591;113.491862,23.452591;113.491762,23.452144;113.491762,23.452144;113.49174,23.452036;113.49174,23.452036;113.491593,23.451398;113.491593,23.451398;113.491489,23.450955;113.491489,23.450955;113.491328,23.450256;113.491328,23.450256;113.491298,23.450126;113.491298,23.450126;113.491146,23.449401;113.491146,23.449401;113.490747,23.447574;113.490747,23.447574;113.490664,23.447196;113.490664,23.447196;113.490634,23.447049;113.490634,23.447049;113.490495,23.446497;113.490495,23.446497;113.490443,23.446233;113.490443,23.446233;113.490404,23.446094;113.490404,23.446094;113.490152,23.444961;113.490152,23.444961;113.489931,23.443876;113.489931,23.443876;113.489757,23.443073;113.489757,23.443073;113.489688,23.442773',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路辅路向南步行19米向右前方行走',\n",
       "      'orientation': '南',\n",
       "      'road': '广从南路辅路',\n",
       "      'distance': '19',\n",
       "      'duration': '15',\n",
       "      'polyline': '113.489683,23.442769;113.489735,23.4426',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路向西南步行1230米向右前方行走',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从南路',\n",
       "      'distance': '1230',\n",
       "      'duration': '984',\n",
       "      'polyline': '113.489735,23.442595;113.489579,23.441823;113.489579,23.441823;113.489475,23.441367;113.489475,23.441367;113.489236,23.440299;113.489236,23.440299;113.489093,23.4398;113.488893,23.439301;113.488893,23.439301;113.488741,23.438967;113.488451,23.438442;113.488095,23.437943;113.487765,23.437556;113.487765,23.437556;113.487496,23.437279;113.487496,23.437279;113.48701,23.436819;113.48701,23.436819;113.486016,23.435851;113.486016,23.435851;113.485729,23.435582;113.485729,23.435582;113.485499,23.435373;113.485499,23.435373;113.485417,23.435282;113.485417,23.435282;113.485148,23.43503;113.485148,23.43503;113.484032,23.434019;113.484032,23.434019;113.483806,23.433815;113.483806,23.433815;113.483537,23.433589;113.483537,23.433589;113.483446,23.433524;113.483446,23.433524;113.483394,23.433485',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路辅路向西南步行484米右转',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从南路辅路',\n",
       "      'distance': '484',\n",
       "      'duration': '387',\n",
       "      'polyline': '113.48339,23.433481;113.483116,23.433359;113.483116,23.433359;113.482921,23.433255;113.482639,23.433051;113.482639,23.433051;113.482109,23.432613;113.482109,23.432613;113.481463,23.432057;113.481463,23.432057;113.481363,23.431979;113.481363,23.431979;113.480686,23.431367;113.480686,23.431367;113.480564,23.431211;113.480564,23.431211;113.480434,23.431059;113.480434,23.431059;113.480317,23.430916;113.480317,23.430916;113.480052,23.430538;113.480052,23.430538;113.48,23.430456',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿太平西路向西步行26米左转',\n",
       "      'orientation': '西',\n",
       "      'road': '太平西路',\n",
       "      'distance': '26',\n",
       "      'duration': '21',\n",
       "      'polyline': '113.479996,23.430451;113.479748,23.430516',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路辅路步行443米向左前方行走',\n",
       "      'orientation': [],\n",
       "      'road': '广从南路辅路',\n",
       "      'distance': '443',\n",
       "      'duration': '354',\n",
       "      'polyline': '113.479744,23.430516;113.479826,23.430447;113.479839,23.430308;113.479839,23.430308;113.4798,23.430139;113.4798,23.430139;113.479366,23.429405;113.478785,23.428385;113.478785,23.428385;113.478481,23.427843;113.478481,23.427843;113.478099,23.427201;113.477951,23.426975',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路辅路向南步行74米直行',\n",
       "      'orientation': '南',\n",
       "      'road': '广从南路辅路',\n",
       "      'distance': '74',\n",
       "      'duration': '59',\n",
       "      'polyline': '113.477947,23.42697;113.477726,23.426328',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路向西南步行195米直行',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从南路',\n",
       "      'distance': '195',\n",
       "      'duration': '156',\n",
       "      'polyline': '113.477721,23.426324;113.477695,23.426259;113.477695,23.426259;113.477595,23.426037;113.476832,23.424761',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从十路向西南步行1180米直行',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从十路',\n",
       "      'distance': '1180',\n",
       "      'duration': '944',\n",
       "      'polyline': '113.476827,23.424757;113.476345,23.42395;113.476345,23.42395;113.476176,23.423672;113.476176,23.423672;113.475825,23.42309;113.475825,23.42309;113.475681,23.422843;113.475681,23.422843;113.475321,23.422248;113.475321,23.422248;113.47497,23.421667;113.47497,23.421667;113.474826,23.421419;113.474826,23.421419;113.474618,23.421089;113.474618,23.421089;113.474284,23.420525;113.474284,23.420525;113.47395,23.419957;113.47395,23.419957;113.473741,23.419701;113.473741,23.419701;113.473633,23.419579;113.473633,23.419579;113.47342,23.419319;113.47342,23.419319;113.47329,23.419167;113.47329,23.419167;113.473255,23.419132;113.473255,23.419132;113.472977,23.418832;113.472977,23.418832;113.472886,23.418741;113.472886,23.418741;113.472565,23.418451;113.472565,23.418451;113.471545,23.417595;113.471033,23.417179;113.47049,23.416758;113.469918,23.416285',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从公路向西南步行4140米',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从公路',\n",
       "      'distance': '4140',\n",
       "      'duration': '3312',\n",
       "      'polyline': '113.469913,23.41628;113.468563,23.415109;113.467409,23.414128;113.467409,23.414128;113.466562,23.413438;113.466562,23.413438;113.466259,23.413181;113.466259,23.413181;113.465577,23.412617;113.465577,23.412617;113.464983,23.412096;113.464983,23.412096;113.464501,23.411697;113.464501,23.411697;113.464058,23.411354;113.464058,23.411354;113.463754,23.411111;113.463754,23.411111;113.46342,23.41082;113.46342,23.41082;113.462886,23.410378;113.462886,23.410378;113.461862,23.409527;113.461862,23.409527;113.461619,23.409323;113.461619,23.409323;113.461467,23.409197;113.461467,23.409197;113.460816,23.408646;113.460655,23.408533;113.460655,23.408533;113.459987,23.407704;113.459987,23.407704;113.4599,23.407604;113.4599,23.407604;113.458589,23.405911;113.458589,23.405911;113.457591,23.404709;113.457591,23.404709;113.457292,23.404336;113.457292,23.404336;113.457031,23.404002;113.457031,23.404002;113.456927,23.403863;113.456927,23.403863;113.456523,23.403342;113.456523,23.403342;113.455981,23.402652;113.455981,23.402652;113.455586,23.402096;113.455586,23.402096;113.455395,23.401836;113.455395,23.401836;113.455226,23.401615;113.455226,23.401615;113.455187,23.401563;113.455187,23.401563;113.454891,23.401163;113.454891,23.401163;113.454553,23.400703;113.454553,23.400703;113.454201,23.400208;113.454201,23.400208;113.454049,23.400009;113.454049,23.400009;113.453355,23.398919;113.453355,23.398919;113.452752,23.397973;113.452752,23.397973;113.452691,23.397882;113.452691,23.397882;113.452609,23.397743;113.452609,23.397743;113.452439,23.397452;113.452439,23.397452;113.452027,23.39674;113.452027,23.39674;113.451141,23.395243;113.451141,23.395243;113.450898,23.394835;113.450898,23.394835;113.450417,23.394036;113.450417,23.394036;113.45023,23.393715;113.45023,23.393715;113.449748,23.392925;113.449748,23.392925;113.44944,23.392487;113.449206,23.392187;113.448893,23.39184;113.448594,23.391554;113.448594,23.391554;113.448268,23.391263;113.447869,23.390951;113.447869,23.390951;113.447222,23.390534;113.446879,23.390343;113.446549,23.390187;113.446549,23.390187;113.446055,23.389974;113.446055,23.389974;113.445399,23.389744;113.443164,23.389049',\n",
       "      'action': [],\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从公路辅路向西南步行942米直行',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从公路辅路',\n",
       "      'distance': '942',\n",
       "      'duration': '754',\n",
       "      'polyline': '113.44316,23.389045;113.442773,23.388989;113.442773,23.388989;113.442439,23.388902;113.441944,23.388741;113.440898,23.388268;113.440898,23.388268;113.440135,23.387899;113.440135,23.387899;113.439358,23.387535;113.439358,23.387535;113.438663,23.387187;113.438663,23.387187;113.437691,23.386714;113.437691,23.386714;113.436128,23.385964;113.435595,23.38569;113.435595,23.38569;113.435109,23.385438;113.434931,23.38526',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从公路向西步行2042米直行',\n",
       "      'orientation': '西',\n",
       "      'road': '广从公路',\n",
       "      'distance': '2042',\n",
       "      'duration': '1634',\n",
       "      'polyline': '113.434926,23.385256;113.434479,23.385078;113.434479,23.385078;113.434062,23.384944;113.43372,23.384852;113.43372,23.384852;113.433472,23.384809;113.433472,23.384809;113.432969,23.384744;113.432969,23.384744;113.432682,23.384731;113.432682,23.384731;113.4323,23.384718;113.4323,23.384718;113.432018,23.384714;113.432018,23.384714;113.431276,23.384692;113.431276,23.384692;113.430742,23.384679;113.430742,23.384679;113.430269,23.38467;113.430269,23.38467;113.429514,23.384657;113.429514,23.384657;113.428898,23.384644;113.428898,23.384644;113.428589,23.38464;113.428589,23.38464;113.427643,23.384614;113.427643,23.384614;113.427348,23.384609;113.427348,23.384609;113.427079,23.384605;113.427079,23.384605;113.426914,23.384605;113.426914,23.384605;113.426745,23.384601;113.426745,23.384601;113.426393,23.384588;113.426393,23.384588;113.426241,23.384588;113.426241,23.384588;113.425981,23.384583;113.425981,23.384583;113.425417,23.384566;113.425417,23.384566;113.425152,23.384557;113.425152,23.384557;113.424358,23.38451;113.424358,23.38451;113.423924,23.384453;113.423924,23.384453;113.423168,23.38431;113.423168,23.38431;113.423043,23.384284;113.423043,23.384284;113.422717,23.384201;113.422717,23.384201;113.422305,23.384102;113.422305,23.384102;113.421593,23.383906;113.421593,23.383906;113.420582,23.383633;113.420582,23.383633;113.419666,23.383381;113.419666,23.383381;113.418498,23.383069;113.418498,23.383069;113.418108,23.382964;113.418108,23.382964;113.417964,23.382921;113.417964,23.382921;113.416988,23.382652;113.416988,23.382652;113.41671,23.382582;113.41671,23.382582;113.416467,23.382517;113.416467,23.382517;113.415972,23.382383;113.415972,23.382383;113.4152,23.382174',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从公路辅路向西步行906米直行',\n",
       "      'orientation': '西',\n",
       "      'road': '广从公路辅路',\n",
       "      'distance': '906',\n",
       "      'duration': '725',\n",
       "      'polyline': '113.415195,23.38217;113.415035,23.382179;113.414913,23.382157;113.414913,23.382157;113.414796,23.382131;113.414796,23.382131;113.411363,23.381237;113.411363,23.381237;113.410998,23.381146;113.410998,23.381146;113.410347,23.380964;113.410347,23.380964;113.410143,23.380903;113.410143,23.380903;113.408555,23.380464;113.407001,23.380009;113.407001,23.380009;113.406832,23.379961;113.406688,23.379857',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从公路向西南步行539米向右前方行走',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从公路',\n",
       "      'distance': '539',\n",
       "      'duration': '431',\n",
       "      'polyline': '113.406684,23.379852;113.405877,23.379492;113.405877,23.379492;113.405208,23.379154;113.405208,23.379154;113.404809,23.378937;113.404809,23.378937;113.404596,23.378815;113.404596,23.378815;113.404123,23.378529;113.403741,23.378264;113.403741,23.378264;113.403607,23.378173;113.403607,23.378173;113.403316,23.377977;113.403316,23.377977;113.403086,23.377799;113.402313,23.377131',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从公路辅路向西南步行987米直行',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从公路辅路',\n",
       "      'distance': '987',\n",
       "      'duration': '790',\n",
       "      'polyline': '113.402309,23.377127;113.402131,23.377092;113.402001,23.377001;113.401033,23.376141;113.401033,23.376141;113.400742,23.375898;113.400742,23.375898;113.400599,23.375777;113.400599,23.375777;113.400582,23.37576;113.400582,23.37576;113.399349,23.374722;113.399349,23.374722;113.398837,23.374306;113.398837,23.374306;113.398342,23.373876;113.398342,23.373876;113.398164,23.373728;113.398164,23.373728;113.398103,23.373672;113.398103,23.373672;113.397496,23.373125;113.397496,23.373125;113.397127,23.372795;113.397127,23.372795;113.396389,23.372148;113.396389,23.372148;113.395447,23.371306;113.395395,23.37125;113.395234,23.371016',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从公路向西南步行4359米直行',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从公路',\n",
       "      'distance': '4359',\n",
       "      'duration': '3487',\n",
       "      'polyline': '113.39523,23.371011;113.394861,23.370673;113.394861,23.370673;113.394154,23.370069;113.394154,23.370069;113.393976,23.369918;113.393976,23.369918;113.393511,23.369514;113.393511,23.369514;113.392956,23.369049;113.392956,23.369049;113.392062,23.368299;113.391541,23.367899;113.391541,23.367899;113.391046,23.367565;113.391046,23.367565;113.390499,23.367231;113.390499,23.367231;113.390217,23.36707;113.390217,23.36707;113.38865,23.366285;113.38865,23.366285;113.387804,23.365868;113.387804,23.365868;113.385668,23.364822;113.385668,23.364822;113.385417,23.364701;113.385417,23.364701;113.385082,23.364531;113.385082,23.364531;113.384761,23.364371;113.384761,23.364371;113.383867,23.363945;113.383867,23.363945;113.383411,23.363728;113.383411,23.363728;113.38306,23.363533;113.382678,23.363346;113.382678,23.363346;113.382188,23.363099;113.382188,23.363099;113.381975,23.362999;113.381975,23.362999;113.381649,23.362839;113.381649,23.362839;113.381502,23.362765;113.381502,23.362765;113.381441,23.362734;113.381441,23.362734;113.381068,23.362552;113.381068,23.362552;113.380534,23.362283;113.380534,23.362283;113.38013,23.362079;113.38013,23.362079;113.379115,23.361532;113.379115,23.361532;113.377648,23.360621;113.375946,23.359505;113.37556,23.359214;113.375139,23.358889;113.374744,23.358533;113.372995,23.356918;113.372995,23.356918;113.37263,23.356545;113.37263,23.356545;113.3725,23.356415;113.3725,23.356415;113.372196,23.356102;113.372196,23.356102;113.371888,23.355751;113.371888,23.355751;113.371602,23.355347;113.371354,23.354939;113.371233,23.354701;113.371233,23.354701;113.371128,23.354501;113.371128,23.354501;113.37099,23.354236;113.37099,23.354236;113.370842,23.353919;113.370842,23.353919;113.37066,23.353529;113.37066,23.353529;113.370295,23.352791;113.370295,23.352791;113.370126,23.352391;113.370126,23.352391;113.369874,23.351892;113.369492,23.351059;113.369492,23.351059;113.369327,23.350716;113.369327,23.350716;113.368793,23.349609;113.368793,23.349609;113.368273,23.348568;113.368273,23.348568;113.368112,23.348268;113.36773,23.347656;113.367548,23.347339;113.367548,23.347339;113.367444,23.347114;113.367335,23.346788;113.367335,23.346788;113.367253,23.346337;113.367253,23.346337;113.367153,23.34572;113.367066,23.345326;113.367066,23.345326;113.366962,23.344857;113.366962,23.344857;113.366832,23.344293;113.366832,23.344293;113.36678,23.344071;113.36678,23.344071;113.366732,23.343902;113.366732,23.343902;113.36671,23.343811',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从四路向南步行1950米直行',\n",
       "      'orientation': '南',\n",
       "      'road': '广从四路',\n",
       "      'distance': '1950',\n",
       "      'duration': '1560',\n",
       "      'polyline': '113.366706,23.343806;113.366558,23.343242;113.366237,23.342214;113.366237,23.342214;113.366068,23.341662;113.366068,23.341662;113.365846,23.340998;113.365846,23.340998;113.365625,23.340226;113.365625,23.340226;113.365603,23.340139;113.365603,23.340139;113.365421,23.339592;113.365421,23.339592;113.365078,23.338503;113.365078,23.338503;113.364831,23.337856;113.364831,23.337856;113.364818,23.337812;113.364818,23.337812;113.364544,23.33714;113.364544,23.33714;113.364206,23.336359;113.364206,23.336359;113.363902,23.335703;113.363902,23.335703;113.363542,23.334922;113.363542,23.334922;113.363503,23.334861;113.363207,23.334227;113.363207,23.334227;113.362856,23.333433;113.362856,23.333433;113.362552,23.332704;113.362405,23.332296;113.362405,23.332296;113.362292,23.331931;113.362292,23.331931;113.362183,23.331606;113.362183,23.331606;113.362148,23.331476;113.362148,23.331476;113.361988,23.330868;113.361988,23.330868;113.361949,23.330712;113.361949,23.330712;113.361827,23.330195;113.361827,23.330195;113.361398,23.328316;113.361398,23.328316;113.361324,23.327925;113.361324,23.327925;113.361076,23.326927',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从公路向南步行231米向右前方行走',\n",
       "      'orientation': '南',\n",
       "      'road': '广从公路',\n",
       "      'distance': '231',\n",
       "      'duration': '185',\n",
       "      'polyline': '113.361072,23.326923;113.360964,23.326432;113.360964,23.326432;113.360773,23.325807;113.360629,23.325417;113.360629,23.325417;113.36049,23.325117;113.36049,23.325117;113.360399,23.324913',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从公路向西南步行202米左转',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从公路',\n",
       "      'distance': '202',\n",
       "      'duration': '162',\n",
       "      'polyline': '113.360395,23.324909;113.359957,23.324479;113.359796,23.324154;113.359796,23.324154;113.359635,23.323798;113.359622,23.323724;113.359605,23.323611;113.359679,23.323316',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿大罗罗窑路向东步行11米右转',\n",
       "      'orientation': '东',\n",
       "      'road': '大罗罗窑路',\n",
       "      'distance': '11',\n",
       "      'duration': '9',\n",
       "      'polyline': '113.359679,23.323312;113.359783,23.323294',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从三路向南步行1329米向左前方行走',\n",
       "      'orientation': '南',\n",
       "      'road': '广从三路',\n",
       "      'distance': '1329',\n",
       "      'duration': '1063',\n",
       "      'polyline': '113.359783,23.32329;113.359188,23.321949;113.359188,23.321949;113.358989,23.321489;113.358989,23.321489;113.358559,23.320356;113.358559,23.320356;113.358485,23.320161;113.358485,23.320161;113.358424,23.319974;113.358424,23.319974;113.358186,23.31931;113.358186,23.31931;113.357934,23.318624;113.357934,23.318624;113.357721,23.318034;113.357721,23.318034;113.357708,23.317969;113.357708,23.317969;113.357639,23.317778;113.357639,23.317778;113.357552,23.317539;113.357552,23.317539;113.3574,23.317118;113.3574,23.317118;113.357296,23.316827;113.357296,23.316827;113.356897,23.315725;113.356554,23.314831;113.356554,23.314831;113.356089,23.313468;113.356089,23.313468;113.355629,23.312218;113.355547,23.311888',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从三路辅路向南步行713米直行',\n",
       "      'orientation': '南',\n",
       "      'road': '广从三路辅路',\n",
       "      'distance': '713',\n",
       "      'duration': '570',\n",
       "      'polyline': '113.355543,23.311884;113.355573,23.311714;113.355556,23.311636;113.355556,23.311636;113.355408,23.311263;113.355408,23.311263;113.355343,23.311098;113.355343,23.311098;113.355265,23.310916;113.355265,23.310916;113.355226,23.310803;113.355226,23.310803;113.355061,23.310382;113.355061,23.310382;113.354349,23.308598;113.354349,23.308598;113.353876,23.307365;113.353641,23.306849;113.353641,23.306849;113.353602,23.306758;113.353602,23.306758;113.353411,23.306263;113.353351,23.306189;113.353351,23.306189;113.353199,23.306029;113.353199,23.306029;113.35306,23.305877',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从三路向西南步行72米向左前方行走',\n",
       "      'orientation': '西南',\n",
       "      'road': '广从三路',\n",
       "      'distance': '72',\n",
       "      'duration': '58',\n",
       "      'polyline': '113.353056,23.305872;113.352886,23.305573;113.352886,23.305573;113.35273,23.305299',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿太和北路向南步行1227米直行',\n",
       "      'orientation': '南',\n",
       "      'road': '太和北路',\n",
       "      'distance': '1227',\n",
       "      'duration': '982',\n",
       "      'polyline': '113.352726,23.305295;113.352765,23.305113;113.352765,23.304944;113.352665,23.304023;113.352665,23.304023;113.352604,23.303607;113.352604,23.303607;113.352595,23.303329;113.352595,23.303329;113.352635,23.302986;113.352635,23.302986;113.352721,23.302509;113.352721,23.302509;113.352912,23.301576;113.352912,23.301576;113.353116,23.300603;113.353116,23.300603;113.353134,23.300516;113.353134,23.300516;113.353164,23.300334;113.353164,23.300334;113.353377,23.299219;113.353377,23.299219;113.353437,23.298993;113.353559,23.298385;113.353559,23.298385;113.353841,23.296944;113.353841,23.296944;113.353954,23.296393;113.353954,23.296393;113.35398,23.296254;113.35398,23.296254;113.354032,23.295985;113.354032,23.295985;113.354093,23.295707;113.354093,23.295707;113.354115,23.295603;113.354115,23.295603;113.354214,23.29526;113.354214,23.29526;113.354336,23.29497;113.354336,23.29497;113.354427,23.294796;113.354427,23.294796;113.354657,23.294479;113.354657,23.294479;113.354709,23.294414',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿太和中路向东南步行632米向右前方行走',\n",
       "      'orientation': '东南',\n",
       "      'road': '太和中路',\n",
       "      'distance': '632',\n",
       "      'duration': '506',\n",
       "      'polyline': '113.354709,23.29441;113.354787,23.294323;113.354787,23.294323;113.354857,23.294227;113.354857,23.294227;113.355061,23.294015;113.355061,23.294015;113.355221,23.293854;113.355221,23.293854;113.355946,23.293151;113.355946,23.293151;113.356094,23.293016;113.356094,23.293016;113.35635,23.29276;113.35635,23.29276;113.356437,23.292674;113.356437,23.292674;113.356732,23.292391;113.356732,23.292391;113.356819,23.292318;113.356819,23.292318;113.357214,23.291931;113.357214,23.291931;113.357435,23.291693;113.357435,23.291693;113.357808,23.291159;113.357977,23.290885;113.357977,23.290885;113.358021,23.290799;113.358021,23.290799;113.358364,23.290139;113.358459,23.289852',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿太和南路向南步行526米直行',\n",
       "      'orientation': '南',\n",
       "      'road': '太和南路',\n",
       "      'distance': '526',\n",
       "      'duration': '421',\n",
       "      'polyline': '113.358459,23.289848;113.358503,23.289536;113.358503,23.289536;113.358511,23.28921;113.358477,23.28885;113.358477,23.28885;113.358424,23.288464;113.358424,23.288464;113.358407,23.28819;113.358407,23.28819;113.358398,23.287995;113.358411,23.287826;113.358411,23.287826;113.358433,23.28773;113.358433,23.28773;113.358459,23.287622;113.358459,23.287622;113.358681,23.286845;113.358681,23.286845;113.358746,23.28658;113.358746,23.28658;113.358837,23.286285;113.358837,23.286285;113.358915,23.286029;113.358915,23.286029;113.359036,23.285621;113.359036,23.285621;113.359188,23.285161',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿上南路向南步行377米向右前方行走',\n",
       "      'orientation': '南',\n",
       "      'road': '上南路',\n",
       "      'distance': '377',\n",
       "      'duration': '302',\n",
       "      'polyline': '113.359188,23.285156;113.359375,23.284596;113.359375,23.284596;113.359648,23.283737;113.359648,23.283737;113.359861,23.283016;113.359931,23.282713;113.359974,23.282461;113.359974,23.282205;113.359957,23.281845',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿上南路向西南步行772米直行',\n",
       "      'orientation': '西南',\n",
       "      'road': '上南路',\n",
       "      'distance': '772',\n",
       "      'duration': '618',\n",
       "      'polyline': '113.359952,23.28184;113.359848,23.281536;113.359813,23.281454;113.359813,23.281454;113.359653,23.281141;113.359653,23.281141;113.359345,23.280664;113.359345,23.280664;113.35911,23.280473;113.35911,23.280473;113.358698,23.280135;113.358698,23.280135;113.358264,23.279779;113.358264,23.279779;113.358255,23.27977;113.358255,23.27977;113.358181,23.279709;113.358181,23.279709;113.357895,23.27947;113.357895,23.27947;113.357522,23.279115;113.35727,23.278811;113.35727,23.278811;113.357127,23.278594;113.357127,23.278594;113.356905,23.27819;113.356797,23.277891;113.356797,23.277891;113.356545,23.27704;113.356545,23.27704;113.356471,23.276749;113.356471,23.276749;113.356241,23.275916',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿大源北路向南步行24米直行',\n",
       "      'orientation': '南',\n",
       "      'road': '大源北路',\n",
       "      'distance': '24',\n",
       "      'duration': '19',\n",
       "      'polyline': '113.356237,23.275911;113.356189,23.275699',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿上南路向南步行71米直行',\n",
       "      'orientation': '南',\n",
       "      'road': '上南路',\n",
       "      'distance': '71',\n",
       "      'duration': '57',\n",
       "      'polyline': '113.356185,23.275694;113.356059,23.275321;113.356059,23.275321;113.355951,23.275087',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿大源北路向南步行2944米直行',\n",
       "      'orientation': '南',\n",
       "      'road': '大源北路',\n",
       "      'distance': '2944',\n",
       "      'duration': '2355',\n",
       "      'polyline': '113.355946,23.275082;113.35579,23.274753;113.355356,23.274045;113.355356,23.274045;113.355156,23.273733;113.355156,23.273733;113.354379,23.272504;113.354379,23.272504;113.354128,23.272109;113.354128,23.272109;113.353351,23.270903;113.353351,23.270903;113.353242,23.270734;113.353242,23.270734;113.352565,23.269653;113.352565,23.269653;113.352478,23.269518;113.352478,23.269518;113.352305,23.269197;113.352305,23.269197;113.352161,23.268802;113.352101,23.268568;113.352083,23.268481;113.352083,23.268481;113.35207,23.268112;113.352096,23.267839;113.352157,23.267569;113.352283,23.267235;113.352283,23.267235;113.352452,23.266953;113.352582,23.266766;113.352582,23.266766;113.352721,23.26661;113.352721,23.26661;113.353016,23.266359;113.353016,23.266359;113.353429,23.266072;113.353429,23.266072;113.35388,23.26579;113.35388,23.26579;113.354141,23.265625;113.354141,23.265625;113.35487,23.265169;113.35487,23.265169;113.355725,23.26464;113.356037,23.264436;113.356328,23.264227;113.356328,23.264227;113.356528,23.264067;113.35678,23.263837;113.35678,23.263837;113.356832,23.263776;113.356832,23.263776;113.357201,23.263368;113.357201,23.263368;113.357422,23.263069;113.357674,23.26263;113.357674,23.26263;113.35803,23.261866;113.358329,23.261189;113.358329,23.261189;113.358451,23.260816;113.358503,23.260538;113.35852,23.260382;113.35852,23.260382;113.358516,23.260087;113.358498,23.259957;113.358433,23.259653;113.358294,23.259301;113.358194,23.259106;113.358194,23.259106;113.357865,23.258594;113.357865,23.258594;113.357613,23.258238;113.357613,23.258238;113.357461,23.258016;113.357461,23.258016;113.357196,23.257643;113.357196,23.257643;113.357057,23.257448;113.357057,23.257448;113.356927,23.257274;113.356927,23.257274;113.356884,23.257201;113.356884,23.257201;113.356228,23.256194;113.356228,23.256194;113.355625,23.255217;113.355625,23.255217;113.355608,23.255187;113.355608,23.255187;113.355447,23.254948;113.355447,23.254948;113.354579,23.25365;113.354579,23.25365;113.354058,23.252869',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿大源中路向西南步行1125米直行',\n",
       "      'orientation': '西南',\n",
       "      'road': '大源中路',\n",
       "      'distance': '1125',\n",
       "      'duration': '900',\n",
       "      'polyline': '113.354054,23.252865;113.353737,23.252409;113.353303,23.251845;113.353303,23.251845;113.353008,23.251484;113.353008,23.251484;113.352726,23.251133;113.352726,23.251133;113.352695,23.251094;113.352695,23.251094;113.352648,23.251042;113.352648,23.251042;113.352587,23.250964;113.352587,23.250964;113.352548,23.250916;113.352548,23.250916;113.352283,23.250586;113.352283,23.250586;113.351649,23.249831;113.351649,23.249831;113.351189,23.249266;113.351189,23.249266;113.350842,23.248841;113.350842,23.248841;113.350803,23.248802;113.350803,23.248802;113.350734,23.248715;113.350734,23.248715;113.35033,23.248225;113.35033,23.248225;113.350273,23.248151;113.350273,23.248151;113.349735,23.247496;113.349735,23.247496;113.349627,23.247357;113.349627,23.247357;113.349336,23.246966;113.349336,23.246966;113.349245,23.246836;113.349245,23.246836;113.349093,23.24661;113.349093,23.24661;113.348911,23.24628;113.348641,23.245716;113.348641,23.245716;113.348459,23.245204;113.348407,23.245;113.348407,23.245;113.348359,23.244822;113.348359,23.244822;113.34832,23.244653;113.34832,23.244653;113.348225,23.244266',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿大源南路向南步行38米左转',\n",
       "      'orientation': '南',\n",
       "      'road': '大源南路',\n",
       "      'distance': '38',\n",
       "      'duration': '30',\n",
       "      'polyline': '113.34822,23.244262;113.348125,23.243928',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿大源南路向东南步行15米向右前方行走',\n",
       "      'orientation': '东南',\n",
       "      'road': '大源南路',\n",
       "      'distance': '15',\n",
       "      'duration': '12',\n",
       "      'polyline': '113.348121,23.243924;113.348234,23.243828',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿大源南路向南步行2794米直行',\n",
       "      'orientation': '南',\n",
       "      'road': '大源南路',\n",
       "      'distance': '2794',\n",
       "      'duration': '2235',\n",
       "      'polyline': '113.348234,23.243824;113.348316,23.242674;113.348555,23.241671;113.348555,23.241671;113.348576,23.241567;113.348576,23.241567;113.348685,23.241163;113.348685,23.241163;113.348728,23.240994;113.348728,23.240994;113.348789,23.240747;113.348789,23.240747;113.349028,23.239796;113.349028,23.239796;113.34921,23.239084;113.34921,23.239084;113.34931,23.238763;113.349379,23.238585;113.349714,23.237834;113.349714,23.237834;113.350295,23.23651;113.350438,23.236098;113.350516,23.235712;113.350516,23.235712;113.350521,23.235655;113.350521,23.235655;113.350547,23.235373;113.350547,23.235187;113.350495,23.234436;113.350495,23.234436;113.350473,23.234175;113.350473,23.234175;113.350451,23.233941;113.350391,23.233689;113.350299,23.233416;113.350239,23.233264;113.350239,23.233264;113.350009,23.232856;113.350009,23.232856;113.349931,23.232739;113.349931,23.232739;113.349666,23.232409;113.349397,23.23214;113.348889,23.231723;113.348338,23.231302;113.348338,23.231302;113.347956,23.231007;113.347956,23.231007;113.347695,23.230768;113.346897,23.229848;113.346897,23.229848;113.346293,23.229141;113.346293,23.229141;113.345508,23.228203;113.345508,23.228203;113.345286,23.227912;113.345056,23.227539;113.345056,23.227539;113.344896,23.227187;113.344744,23.226801;113.344744,23.226801;113.344644,23.226424;113.34454,23.225829;113.344514,23.225595;113.344514,23.225595;113.344514,23.225543;113.344514,23.225543;113.344527,23.225174;113.344579,23.224722;113.344631,23.224423;113.344688,23.224249;113.344688,23.224249;113.344761,23.224023;113.344761,23.224023;113.344883,23.223628;113.344883,23.223628;113.344961,23.223429;113.344961,23.223429;113.345113,23.223099;113.345221,23.222895;113.345703,23.222196;113.345703,23.222196;113.346181,23.221541;113.34628,23.221337;113.34635,23.221094',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿沙太北路向南步行4649米直行',\n",
       "      'orientation': '南',\n",
       "      'road': '沙太北路',\n",
       "      'distance': '4649',\n",
       "      'duration': '3719',\n",
       "      'polyline': '113.34635,23.221089;113.346584,23.219779;113.346923,23.217804;113.346923,23.217804;113.347014,23.21717;113.34701,23.216766;113.346727,23.214831;113.346645,23.21444;113.346497,23.213963;113.346176,23.21319;113.34602,23.212865;113.34602,23.212865;113.345768,23.212357;113.345369,23.211502;113.345369,23.211502;113.34309,23.20658;113.34309,23.20658;113.342773,23.205933;113.342773,23.205933;113.342461,23.205256;113.342461,23.205256;113.342305,23.204922;113.342305,23.204922;113.342088,23.204475;113.342088,23.204475;113.34148,23.203164;113.34148,23.203164;113.340404,23.200859;113.340404,23.200859;113.339497,23.198954;113.339497,23.198954;113.338624,23.197088;113.338624,23.197088;113.338602,23.197027;113.338602,23.197027;113.338312,23.196402;113.338312,23.196402;113.337899,23.195521;113.337695,23.195043;113.337695,23.195043;113.337543,23.194653;113.337543,23.194653;113.337396,23.19428;113.337313,23.193997;113.337235,23.19352;113.337222,23.193173;113.337222,23.193173;113.337222,23.192839;113.337287,23.192313;113.337287,23.192313;113.3373,23.192244;113.3373,23.192244;113.337339,23.192023;113.337339,23.192023;113.337552,23.19089;113.337552,23.19089;113.337569,23.190812;113.337569,23.190812;113.337604,23.190547;113.337604,23.190547;113.337661,23.190226;113.337661,23.190226;113.337674,23.190139;113.337674,23.190139;113.337713,23.189705;113.337713,23.189705;113.337713,23.189449;113.337687,23.189223;113.337687,23.189223;113.337635,23.188971;113.337517,23.188576;113.337517,23.188576;113.337114,23.187504;113.337114,23.187504;113.337083,23.187426;113.337083,23.187426;113.337062,23.187374;113.337062,23.187374;113.33674,23.186519;113.33674,23.186519;113.336528,23.185955;113.336528,23.185955;113.335877,23.184453;113.335877,23.184453;113.335603,23.183876;113.335482,23.183655;113.33533,23.183429;113.335048,23.183095;113.334054,23.182066;113.334054,23.182066;113.333832,23.181771',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿沙太中路向南步行221米向左前方行走',\n",
       "      'orientation': '南',\n",
       "      'road': '沙太中路',\n",
       "      'distance': '221',\n",
       "      'duration': '177',\n",
       "      'polyline': '113.333828,23.181766;113.333728,23.181628;113.333728,23.181628;113.333598,23.181398;113.333477,23.181155;113.333477,23.181155;113.333416,23.180998;113.333416,23.180998;113.333294,23.180573;113.333294,23.180573;113.333238,23.180343;113.333238,23.180343;113.333147,23.179978;113.333147,23.179978;113.333108,23.179861',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '步行20米左转',\n",
       "      'orientation': [],\n",
       "      'road': [],\n",
       "      'distance': '20',\n",
       "      'duration': '16',\n",
       "      'polyline': '113.333103,23.179857;113.33319,23.179688',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '1'},\n",
       "     {'instruction': '沿元岗横路步行27米向右前方行走',\n",
       "      'orientation': [],\n",
       "      'road': '元岗横路',\n",
       "      'distance': '27',\n",
       "      'duration': '22',\n",
       "      'polyline': '113.33319,23.179679;113.333242,23.179696;113.333242,23.179696;113.333455,23.179696',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿元岗横路向东南步行1059米右转',\n",
       "      'orientation': '东南',\n",
       "      'road': '元岗横路',\n",
       "      'distance': '1059',\n",
       "      'duration': '847',\n",
       "      'polyline': '113.333455,23.179696;113.333854,23.179501;113.333854,23.179501;113.334965,23.178911;113.334965,23.178911;113.335456,23.17865;113.335456,23.17865;113.335508,23.17862;113.335508,23.17862;113.336072,23.178307;113.336072,23.178307;113.336272,23.178194;113.336272,23.178194;113.336393,23.178116;113.336393,23.178116;113.336554,23.178021;113.336554,23.178021;113.336758,23.177817;113.336758,23.177817;113.33701,23.17753;113.337287,23.177148;113.337287,23.177148;113.337804,23.176445;113.337804,23.176445;113.337895,23.176332;113.337895,23.176332;113.338255,23.175864;113.338255,23.175864;113.338576,23.17553;113.338576,23.17553;113.34059,23.173628;113.34059,23.173628;113.341003,23.173286',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿元岗路向西南步行393米左转',\n",
       "      'orientation': '西南',\n",
       "      'road': '元岗路',\n",
       "      'distance': '393',\n",
       "      'duration': '314',\n",
       "      'polyline': '113.341003,23.173281;113.340885,23.17306;113.340885,23.17306;113.340738,23.172756;113.340738,23.172756;113.340547,23.172339;113.340547,23.172339;113.340312,23.171762;113.340312,23.171762;113.339909,23.170942;113.339909,23.170942;113.33987,23.170855;113.33987,23.170855;113.339627,23.170291;113.339527,23.169983',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿燕岭路向东步行262米左转',\n",
       "      'orientation': '东',\n",
       "      'road': '燕岭路',\n",
       "      'distance': '262',\n",
       "      'duration': '210',\n",
       "      'polyline': '113.339523,23.169978;113.339796,23.170052;113.340009,23.1701;113.340221,23.170122;113.34059,23.170126;113.340972,23.170095;113.340972,23.170095;113.341133,23.170109;113.341254,23.170095;113.341254,23.170095;113.342053,23.169948',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '步行74米到达目的地',\n",
       "      'orientation': [],\n",
       "      'road': [],\n",
       "      'distance': '74',\n",
       "      'duration': '59',\n",
       "      'polyline': '113.342053,23.169944;113.342365,23.170551',\n",
       "      'action': [],\n",
       "      'assistant_action': '到达目的地',\n",
       "      'walk_type': '0'}]}]}}"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geo.walking(yx_key,'113.679287,23.632575','113.342309,23.170892')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>instruction</th>\n",
       "      <th>orientation</th>\n",
       "      <th>road</th>\n",
       "      <th>distance</th>\n",
       "      <th>duration</th>\n",
       "      <th>polyline</th>\n",
       "      <th>action</th>\n",
       "      <th>assistant_action</th>\n",
       "      <th>walk_type</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>向东步行101米右转</td>\n",
       "      <td>东</td>\n",
       "      <td>[]</td>\n",
       "      <td>101</td>\n",
       "      <td>81</td>\n",
       "      <td>113.679592,23.632491;113.680586,23.632522</td>\n",
       "      <td>右转</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>向南步行199米向右前方行走</td>\n",
       "      <td>南</td>\n",
       "      <td>[]</td>\n",
       "      <td>199</td>\n",
       "      <td>159</td>\n",
       "      <td>113.680586,23.632522;113.680638,23.63214;113.6...</td>\n",
       "      <td>向右前方行走</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>向西步行159米左转</td>\n",
       "      <td>西</td>\n",
       "      <td>[]</td>\n",
       "      <td>159</td>\n",
       "      <td>127</td>\n",
       "      <td>113.680204,23.630838;113.680035,23.630773;113....</td>\n",
       "      <td>左转</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>向南步行237米左转</td>\n",
       "      <td>南</td>\n",
       "      <td>[]</td>\n",
       "      <td>237</td>\n",
       "      <td>190</td>\n",
       "      <td>113.678711,23.63036;113.678711,23.62934;113.67...</td>\n",
       "      <td>左转</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>向南步行498米向右前方行走</td>\n",
       "      <td>南</td>\n",
       "      <td>[]</td>\n",
       "      <td>498</td>\n",
       "      <td>398</td>\n",
       "      <td>113.678273,23.628368;113.678572,23.628338;113....</td>\n",
       "      <td>向右前方行走</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>沿元岗横路步行27米向右前方行走</td>\n",
       "      <td>[]</td>\n",
       "      <td>元岗横路</td>\n",
       "      <td>27</td>\n",
       "      <td>22</td>\n",
       "      <td>113.33319,23.179679;113.333242,23.179696;113.3...</td>\n",
       "      <td>向右前方行走</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>沿元岗横路向东南步行1059米右转</td>\n",
       "      <td>东南</td>\n",
       "      <td>元岗横路</td>\n",
       "      <td>1059</td>\n",
       "      <td>847</td>\n",
       "      <td>113.333455,23.179696;113.333854,23.179501;113....</td>\n",
       "      <td>右转</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>沿元岗路向西南步行393米左转</td>\n",
       "      <td>西南</td>\n",
       "      <td>元岗路</td>\n",
       "      <td>393</td>\n",
       "      <td>314</td>\n",
       "      <td>113.341003,23.173281;113.340885,23.17306;113.3...</td>\n",
       "      <td>左转</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>沿燕岭路向东步行262米左转</td>\n",
       "      <td>东</td>\n",
       "      <td>燕岭路</td>\n",
       "      <td>262</td>\n",
       "      <td>210</td>\n",
       "      <td>113.339523,23.169978;113.339796,23.170052;113....</td>\n",
       "      <td>左转</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>步行74米到达目的地</td>\n",
       "      <td>[]</td>\n",
       "      <td>[]</td>\n",
       "      <td>74</td>\n",
       "      <td>59</td>\n",
       "      <td>113.342053,23.169944;113.342365,23.170551</td>\n",
       "      <td>[]</td>\n",
       "      <td>到达目的地</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>80 rows × 9 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "          instruction orientation  road distance duration  \\\n",
       "0          向东步行101米右转           东    []      101       81   \n",
       "1      向南步行199米向右前方行走           南    []      199      159   \n",
       "2          向西步行159米左转           西    []      159      127   \n",
       "3          向南步行237米左转           南    []      237      190   \n",
       "4      向南步行498米向右前方行走           南    []      498      398   \n",
       "..                ...         ...   ...      ...      ...   \n",
       "75   沿元岗横路步行27米向右前方行走          []  元岗横路       27       22   \n",
       "76  沿元岗横路向东南步行1059米右转          东南  元岗横路     1059      847   \n",
       "77    沿元岗路向西南步行393米左转          西南   元岗路      393      314   \n",
       "78     沿燕岭路向东步行262米左转           东   燕岭路      262      210   \n",
       "79         步行74米到达目的地          []    []       74       59   \n",
       "\n",
       "                                             polyline  action  \\\n",
       "0           113.679592,23.632491;113.680586,23.632522      右转   \n",
       "1   113.680586,23.632522;113.680638,23.63214;113.6...  向右前方行走   \n",
       "2   113.680204,23.630838;113.680035,23.630773;113....      左转   \n",
       "3   113.678711,23.63036;113.678711,23.62934;113.67...      左转   \n",
       "4   113.678273,23.628368;113.678572,23.628338;113....  向右前方行走   \n",
       "..                                                ...     ...   \n",
       "75  113.33319,23.179679;113.333242,23.179696;113.3...  向右前方行走   \n",
       "76  113.333455,23.179696;113.333854,23.179501;113....      右转   \n",
       "77  113.341003,23.173281;113.340885,23.17306;113.3...      左转   \n",
       "78  113.339523,23.169978;113.339796,23.170052;113....      左转   \n",
       "79          113.342053,23.169944;113.342365,23.170551      []   \n",
       "\n",
       "   assistant_action walk_type  \n",
       "0                []         0  \n",
       "1                []         0  \n",
       "2                []         0  \n",
       "3                []         0  \n",
       "4                []         0  \n",
       "..              ...       ...  \n",
       "75               []         0  \n",
       "76               []         0  \n",
       "77               []         0  \n",
       "78               []         0  \n",
       "79            到达目的地         0  \n",
       "\n",
       "[80 rows x 9 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.json_normalize(geo.walking(yx_key,'113.679287,23.632575','113.342309,23.170892')['route']['paths'][0]['steps'])\n",
    "df"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 路径规划-公交"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000',\n",
       " 'count': '5',\n",
       " 'route': {'origin': '113.679287,23.632575',\n",
       "  'destination': '113.342309,23.170892',\n",
       "  'distance': '78298',\n",
       "  'taxi_cost': '251',\n",
       "  'transits': [{'cost': '13.0',\n",
       "    'duration': '9191',\n",
       "    'nightflag': '0',\n",
       "    'walking_distance': '2035',\n",
       "    'distance': '85478',\n",
       "    'missed': '0',\n",
       "    'segments': [{'taxi': [],\n",
       "      'walking': {'origin': '113.679016,23.632349',\n",
       "       'destination': '113.676613,23.631285',\n",
       "       'distance': '513',\n",
       "       'duration': '439',\n",
       "       'steps': [{'instruction': '步行57米右转',\n",
       "         'road': [],\n",
       "         'distance': '57',\n",
       "         'duration': [],\n",
       "         'polyline': '113.679016,23.632349;113.678528,23.632097',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行47米向左前方行走',\n",
       "         'road': [],\n",
       "         'distance': '47',\n",
       "         'duration': [],\n",
       "         'polyline': '113.678528,23.632092;113.678398,23.632166;113.678101,23.632261',\n",
       "         'action': '向左前方行走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行218米左转',\n",
       "         'road': [],\n",
       "         'distance': '218',\n",
       "         'duration': [],\n",
       "         'polyline': '113.678101,23.632261;113.677834,23.632261;113.677551,23.632200;113.677399,23.632179;113.677284,23.632200;113.677177,23.632244;113.677017,23.632357;113.676811,23.632534;113.676582,23.632778;113.676430,23.632904;113.676292,23.632969',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿博学路步行191米到达中大南方学院',\n",
       "         'road': '博学路',\n",
       "         'distance': '191',\n",
       "         'duration': [],\n",
       "         'polyline': '113.676285,23.632969;113.676292,23.632227;113.676338,23.631948;113.676430,23.631676;113.676491,23.631540;113.676613,23.631285',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达中大南方学院'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '中大南方学院',\n",
       "          'id': '900000111141002',\n",
       "          'location': '113.676613,23.631281'},\n",
       "         'arrival_stop': {'name': '从化汽车站总站',\n",
       "          'id': '900000111141021',\n",
       "          'location': '113.599414,23.527556'},\n",
       "         'name': '从15路(中大南方学院--从化汽车站总站)',\n",
       "         'id': '900000111141',\n",
       "         'type': '普通公交线路',\n",
       "         'distance': '19692',\n",
       "         'duration': '3579',\n",
       "         'polyline': 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       "         'bustimetag': '0',\n",
       "         'start_time': '0900',\n",
       "         'end_time': '1800',\n",
       "         'via_num': '19',\n",
       "         'via_stops': [{'name': '卫东',\n",
       "           'id': '900000111141003',\n",
       "           'location': '113.671707,23.643766'},\n",
       "          {'name': '交警温泉中队',\n",
       "           'id': '900000111141029',\n",
       "           'location': '113.656944,23.630304'},\n",
       "          {'name': '冲口',\n",
       "           'id': '900000111141022',\n",
       "           'location': '113.649731,23.624987'},\n",
       "          {'name': '牛步迳',\n",
       "           'id': '900000111141006',\n",
       "           'location': '113.644640,23.621901'},\n",
       "          {'name': '华辉度假村',\n",
       "           'id': '900000111141023',\n",
       "           'location': '113.638325,23.620156'},\n",
       "          {'name': '温泉镇政府',\n",
       "           'id': '900000111141008',\n",
       "           'location': '113.632957,23.615774'},\n",
       "          {'name': '云星村',\n",
       "           'id': '900000111141024',\n",
       "           'location': '113.630844,23.610802'},\n",
       "          {'name': '宣星路口',\n",
       "           'id': '900000111141010',\n",
       "           'location': '113.628891,23.602587'},\n",
       "          {'name': '新华',\n",
       "           'id': '900000111141011',\n",
       "           'location': '113.620674,23.590054'},\n",
       "          {'name': '水底村',\n",
       "           'id': '900000111141012',\n",
       "           'location': '113.619401,23.587491'},\n",
       "          {'name': '南洋学院',\n",
       "           'id': '900000111141028',\n",
       "           'location': '113.617578,23.582357'},\n",
       "          {'name': '江埔社区',\n",
       "           'id': '900000111141014',\n",
       "           'location': '113.618210,23.573103'},\n",
       "          {'name': '沙塱村',\n",
       "           'id': '900000111141015',\n",
       "           'location': '113.615547,23.557409'},\n",
       "          {'name': '凤院北',\n",
       "           'id': '900000111141025',\n",
       "           'location': '113.612526,23.553211'},\n",
       "          {'name': '凤院路口',\n",
       "           'id': '900000111141016',\n",
       "           'location': '113.610443,23.550087'},\n",
       "          {'name': '江埔村二社',\n",
       "           'id': '900000111141026',\n",
       "           'location': '113.608154,23.546612'},\n",
       "          {'name': '江埔村',\n",
       "           'id': '900000111141018',\n",
       "           'location': '113.608954,23.540612'},\n",
       "          {'name': '迎福里',\n",
       "           'id': '900000111141019',\n",
       "           'location': '113.609214,23.535690'},\n",
       "          {'name': '城建学院',\n",
       "           'id': '900000111141020',\n",
       "           'location': '113.607122,23.530247'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.599411,23.527555',\n",
       "       'destination': '113.594719,23.531767',\n",
       "       'distance': '929',\n",
       "       'duration': '796',\n",
       "       'steps': [{'instruction': '步行33米右转',\n",
       "         'road': [],\n",
       "         'distance': '33',\n",
       "         'duration': [],\n",
       "         'polyline': '113.599411,23.527555;113.599243,23.527306',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行134米左转',\n",
       "         'road': [],\n",
       "         'distance': '134',\n",
       "         'duration': [],\n",
       "         'polyline': '113.599243,23.527300;113.599220,23.527405;113.599312,23.527592;113.598587,23.528202',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行59米右转',\n",
       "         'road': [],\n",
       "         'distance': '59',\n",
       "         'duration': [],\n",
       "         'polyline': '113.598587,23.528202;113.598404,23.527960;113.598312,23.527840;113.598244,23.527756',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿从城大道步行526米右转',\n",
       "         'road': '从城大道',\n",
       "         'distance': '526',\n",
       "         'duration': [],\n",
       "         'polyline': '113.598244,23.527752;113.597733,23.528099;113.597473,23.528273;113.597092,23.528534;113.596565,23.528875;113.596260,23.529089;113.595207,23.529787;113.594910,23.529987;113.594162,23.530491;113.594070,23.530552;113.594040,23.530573',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行177米到达从化客运站',\n",
       "         'road': [],\n",
       "         'distance': '177',\n",
       "         'duration': [],\n",
       "         'polyline': '113.594032,23.530573;113.594093,23.530716;113.593964,23.530838;113.593857,23.530937;113.594650,23.531696;113.594719,23.531767',\n",
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       "         'assistant_action': '到达从化客运站'}]},\n",
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       "          'location': '113.594721,23.531769'},\n",
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       "         'name': '地铁14号线(东风--嘉禾望岗)',\n",
       "         'id': '900000074702',\n",
       "         'type': '地铁线路',\n",
       "         'distance': '49969',\n",
       "         'duration': '2588',\n",
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       "         'via_stops': []}]},\n",
       "      'entrance': [],\n",
       "      'exit': {'name': 'D口', 'location': '113.343765,23.171227'},\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.343597,23.171003',\n",
       "       'destination': '113.342369,23.170551',\n",
       "       'distance': '529',\n",
       "       'duration': '453',\n",
       "       'steps': [{'instruction': '步行84米左转',\n",
       "         'road': [],\n",
       "         'distance': '84',\n",
       "         'duration': [],\n",
       "         'polyline': '113.343597,23.171003;113.343956,23.171093;113.343979,23.171099;113.343933,23.171267;113.343773,23.171232;113.343719,23.171276',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行36米左转',\n",
       "         'road': [],\n",
       "         'distance': '36',\n",
       "         'duration': [],\n",
       "         'polyline': '113.343712,23.171276;113.343643,23.171202;113.343513,23.171072;113.343483,23.171034',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿元岗横路步行100米右转',\n",
       "         'road': '元岗横路',\n",
       "         'distance': '100',\n",
       "         'duration': [],\n",
       "         'polyline': '113.343483,23.171028;113.344055,23.170507;113.344185,23.170412',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿燕岭路步行235米右转',\n",
       "         'road': '燕岭路',\n",
       "         'distance': '235',\n",
       "         'duration': [],\n",
       "         'polyline': '113.344185,23.170408;113.343895,23.170208;113.343735,23.170122;113.343513,23.170017;113.343033,23.169861;113.342842,23.169834;113.342651,23.169834;113.342453,23.169861;113.342056,23.169943',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行74米',\n",
       "         'road': [],\n",
       "         'distance': '74',\n",
       "         'duration': [],\n",
       "         'polyline': '113.342056,23.169943;113.342369,23.170551',\n",
       "         'action': [],\n",
       "         'assistant_action': []}]},\n",
       "      'bus': {'buslines': []},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}}]},\n",
       "   {'cost': '15.0',\n",
       "    'duration': '9241',\n",
       "    'nightflag': '0',\n",
       "    'walking_distance': '1381',\n",
       "    'distance': '85983',\n",
       "    'missed': '0',\n",
       "    'segments': [{'taxi': [],\n",
       "      'walking': {'origin': '113.679016,23.632349',\n",
       "       'destination': '113.676613,23.631285',\n",
       "       'distance': '513',\n",
       "       'duration': '439',\n",
       "       'steps': [{'instruction': '步行57米右转',\n",
       "         'road': [],\n",
       "         'distance': '57',\n",
       "         'duration': [],\n",
       "         'polyline': '113.679016,23.632349;113.678528,23.632097',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行47米向左前方行走',\n",
       "         'road': [],\n",
       "         'distance': '47',\n",
       "         'duration': [],\n",
       "         'polyline': '113.678528,23.632092;113.678398,23.632166;113.678101,23.632261',\n",
       "         'action': '向左前方行走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行218米左转',\n",
       "         'road': [],\n",
       "         'distance': '218',\n",
       "         'duration': [],\n",
       "         'polyline': '113.678101,23.632261;113.677834,23.632261;113.677551,23.632200;113.677399,23.632179;113.677284,23.632200;113.677177,23.632244;113.677017,23.632357;113.676811,23.632534;113.676582,23.632778;113.676430,23.632904;113.676292,23.632969',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿博学路步行191米到达中大南方学院',\n",
       "         'road': '博学路',\n",
       "         'distance': '191',\n",
       "         'duration': [],\n",
       "         'polyline': '113.676285,23.632969;113.676292,23.632227;113.676338,23.631948;113.676430,23.631676;113.676491,23.631540;113.676613,23.631285',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达中大南方学院'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '中大南方学院',\n",
       "          'id': '900000111141002',\n",
       "          'location': '113.676613,23.631281'},\n",
       "         'arrival_stop': {'name': '沙塱村',\n",
       "          'id': '900000111141015',\n",
       "          'location': '113.615547,23.557409'},\n",
       "         'name': '从15路(中大南方学院--从化汽车站总站)',\n",
       "         'id': '900000111141',\n",
       "         'type': '普通公交线路',\n",
       "         'distance': '15234',\n",
       "         'duration': '2790',\n",
       "         'polyline': 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       "         'bustimetag': '0',\n",
       "         'start_time': '0900',\n",
       "         'end_time': '1800',\n",
       "         'via_num': '12',\n",
       "         'via_stops': [{'name': '卫东',\n",
       "           'id': '900000111141003',\n",
       "           'location': '113.671707,23.643766'},\n",
       "          {'name': '交警温泉中队',\n",
       "           'id': '900000111141029',\n",
       "           'location': '113.656944,23.630304'},\n",
       "          {'name': '冲口',\n",
       "           'id': '900000111141022',\n",
       "           'location': '113.649731,23.624987'},\n",
       "          {'name': '牛步迳',\n",
       "           'id': '900000111141006',\n",
       "           'location': '113.644640,23.621901'},\n",
       "          {'name': '华辉度假村',\n",
       "           'id': '900000111141023',\n",
       "           'location': '113.638325,23.620156'},\n",
       "          {'name': '温泉镇政府',\n",
       "           'id': '900000111141008',\n",
       "           'location': '113.632957,23.615774'},\n",
       "          {'name': '云星村',\n",
       "           'id': '900000111141024',\n",
       "           'location': '113.630844,23.610802'},\n",
       "          {'name': '宣星路口',\n",
       "           'id': '900000111141010',\n",
       "           'location': '113.628891,23.602587'},\n",
       "          {'name': '新华',\n",
       "           'id': '900000111141011',\n",
       "           'location': '113.620674,23.590054'},\n",
       "          {'name': '水底村',\n",
       "           'id': '900000111141012',\n",
       "           'location': '113.619401,23.587491'},\n",
       "          {'name': '南洋学院',\n",
       "           'id': '900000111141028',\n",
       "           'location': '113.617578,23.582357'},\n",
       "          {'name': '江埔社区',\n",
       "           'id': '900000111141014',\n",
       "           'location': '113.618210,23.573103'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.615540,23.557409',\n",
       "       'destination': '113.615555,23.557423',\n",
       "       'distance': '1',\n",
       "       'duration': '0',\n",
       "       'steps': [{'instruction': '沿环市东路步行1米到达沙塱村',\n",
       "         'road': '环市东路',\n",
       "         'distance': '1',\n",
       "         'duration': [],\n",
       "         'polyline': '113.615540,23.557409;113.615555,23.557423',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达沙塱村'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '沙塱村',\n",
       "          'id': '900000069692017',\n",
       "          'location': '113.615556,23.557422'},\n",
       "         'arrival_stop': {'name': '地铁从化客运站(姓钟围)',\n",
       "          'id': '900000069692047',\n",
       "          'location': '113.594136,23.530360'},\n",
       "         'name': '从11路(良口客运站总站--从化汽车站总站)',\n",
       "         'id': '900000069692',\n",
       "         'type': '普通公交线路',\n",
       "         'distance': '5617',\n",
       "         'duration': '1400',\n",
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       "         'bustimetag': '0',\n",
       "         'start_time': '0630',\n",
       "         'end_time': '1930',\n",
       "         'via_num': '6',\n",
       "         'via_stops': [{'name': '凤院路口',\n",
       "           'id': '900000069692018',\n",
       "           'location': '113.610260,23.549927'},\n",
       "          {'name': '大江路口',\n",
       "           'id': '900000069692045',\n",
       "           'location': '113.602331,23.546280'},\n",
       "          {'name': '河东广场',\n",
       "           'id': '900000069692023',\n",
       "           'location': '113.595829,23.546059'},\n",
       "          {'name': '河东市场',\n",
       "           'id': '900000069692046',\n",
       "           'location': '113.596181,23.543372'},\n",
       "          {'name': '七星路口',\n",
       "           'id': '900000069692024',\n",
       "           'location': '113.596801,23.540686'},\n",
       "          {'name': '联星西华站',\n",
       "           'id': '900000069692037',\n",
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       "           'id': '900000074702004',\n",
       "           'location': '113.517396,23.475101'},\n",
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       "          {'name': '新和',\n",
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       "           'id': '900000074702010',\n",
       "           'location': '113.347197,23.299284'},\n",
       "          {'name': '夏良',\n",
       "           'id': '900000074702011',\n",
       "           'location': '113.323505,23.277704'},\n",
       "          {'name': '白云东平',\n",
       "           'id': '900000074702012',\n",
       "           'location': '113.317841,23.251170'}]}]},\n",
       "      'entrance': {'name': 'D口', 'location': '113.594101,23.530722'},\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
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       "       'destination': '113.289246,23.237461',\n",
       "       'distance': '63',\n",
       "       'duration': '54',\n",
       "       'steps': [{'instruction': '步行63米到达嘉禾望岗',\n",
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       "         'distance': '63',\n",
       "         'duration': [],\n",
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       "         'action': [],\n",
       "         'assistant_action': '到达嘉禾望岗'}]},\n",
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       "         'bustimetag': '0',\n",
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       "         'end_time': '2315',\n",
       "         'via_num': '5',\n",
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       "           'location': '113.298178,23.222382'},\n",
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       "           'id': '440100023031008',\n",
       "           'location': '113.306295,23.220226'},\n",
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       "           'id': '440100023031009',\n",
       "           'location': '113.326264,23.197060'},\n",
       "          {'name': '京溪南方医院',\n",
       "           'id': '440100023031010',\n",
       "           'location': '113.326126,23.185225'},\n",
       "          {'name': '梅花园',\n",
       "           'id': '440100023031011',\n",
       "           'location': '113.320507,23.175211'}]}]},\n",
       "      'entrance': [],\n",
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       "          'location': '113.327132,23.159980'},\n",
       "         'arrival_stop': {'name': '天河客运站',\n",
       "          'id': '440100023054022',\n",
       "          'location': '113.343600,23.171000'},\n",
       "         'name': '地铁6号线(浔峰岗--香雪)',\n",
       "         'id': '440100023054',\n",
       "         'type': '地铁线路',\n",
       "         'distance': '2322',\n",
       "         'duration': '400',\n",
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       "         'bustimetag': '0',\n",
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       "         'via_num': '0',\n",
       "         'via_stops': []}]},\n",
       "      'entrance': [],\n",
       "      'exit': {'name': 'D口', 'location': '113.343765,23.171227'},\n",
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       "     {'taxi': [],\n",
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       "       'destination': '113.342369,23.170551',\n",
       "       'distance': '529',\n",
       "       'duration': '453',\n",
       "       'steps': [{'instruction': '步行84米左转',\n",
       "         'road': [],\n",
       "         'distance': '84',\n",
       "         'duration': [],\n",
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       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行36米左转',\n",
       "         'road': [],\n",
       "         'distance': '36',\n",
       "         'duration': [],\n",
       "         'polyline': '113.343712,23.171276;113.343643,23.171202;113.343513,23.171072;113.343483,23.171034',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿元岗横路步行100米右转',\n",
       "         'road': '元岗横路',\n",
       "         'distance': '100',\n",
       "         'duration': [],\n",
       "         'polyline': '113.343483,23.171028;113.344055,23.170507;113.344185,23.170412',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿燕岭路步行235米右转',\n",
       "         'road': '燕岭路',\n",
       "         'distance': '235',\n",
       "         'duration': [],\n",
       "         'polyline': '113.344185,23.170408;113.343895,23.170208;113.343735,23.170122;113.343513,23.170017;113.343033,23.169861;113.342842,23.169834;113.342651,23.169834;113.342453,23.169861;113.342056,23.169943',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行74米',\n",
       "         'road': [],\n",
       "         'distance': '74',\n",
       "         'duration': [],\n",
       "         'polyline': '113.342056,23.169943;113.342369,23.170551',\n",
       "         'action': [],\n",
       "         'assistant_action': []}]},\n",
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       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}}]},\n",
       "   {'cost': '15.0',\n",
       "    'duration': '9359',\n",
       "    'nightflag': '0',\n",
       "    'walking_distance': '1380',\n",
       "    'distance': '85680',\n",
       "    'missed': '0',\n",
       "    'segments': [{'taxi': [],\n",
       "      'walking': {'origin': '113.679016,23.632349',\n",
       "       'destination': '113.676613,23.631285',\n",
       "       'distance': '513',\n",
       "       'duration': '439',\n",
       "       'steps': [{'instruction': '步行57米右转',\n",
       "         'road': [],\n",
       "         'distance': '57',\n",
       "         'duration': [],\n",
       "         'polyline': '113.679016,23.632349;113.678528,23.632097',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行47米向左前方行走',\n",
       "         'road': [],\n",
       "         'distance': '47',\n",
       "         'duration': [],\n",
       "         'polyline': '113.678528,23.632092;113.678398,23.632166;113.678101,23.632261',\n",
       "         'action': '向左前方行走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行218米左转',\n",
       "         'road': [],\n",
       "         'distance': '218',\n",
       "         'duration': [],\n",
       "         'polyline': '113.678101,23.632261;113.677834,23.632261;113.677551,23.632200;113.677399,23.632179;113.677284,23.632200;113.677177,23.632244;113.677017,23.632357;113.676811,23.632534;113.676582,23.632778;113.676430,23.632904;113.676292,23.632969',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿博学路步行191米到达中大南方学院',\n",
       "         'road': '博学路',\n",
       "         'distance': '191',\n",
       "         'duration': [],\n",
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       "         'action': [],\n",
       "         'assistant_action': '到达中大南方学院'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '中大南方学院',\n",
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       "          'location': '113.676613,23.631281'},\n",
       "         'arrival_stop': {'name': '从化汽车站总站',\n",
       "          'id': '900000111141021',\n",
       "          'location': '113.599414,23.527556'},\n",
       "         'name': '从15路(中大南方学院--从化汽车站总站)',\n",
       "         'id': '900000111141',\n",
       "         'type': '普通公交线路',\n",
       "         'distance': '19692',\n",
       "         'duration': '3579',\n",
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       "          {'name': '宣星路口',\n",
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       "          {'name': '水底村',\n",
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       "          {'name': '江埔社区',\n",
       "           'id': '900000111141014',\n",
       "           'location': '113.618210,23.573103'},\n",
       "          {'name': '沙塱村',\n",
       "           'id': '900000111141015',\n",
       "           'location': '113.615547,23.557409'},\n",
       "          {'name': '凤院北',\n",
       "           'id': '900000111141025',\n",
       "           'location': '113.612526,23.553211'},\n",
       "          {'name': '凤院路口',\n",
       "           'id': '900000111141016',\n",
       "           'location': '113.610443,23.550087'},\n",
       "          {'name': '江埔村二社',\n",
       "           'id': '900000111141026',\n",
       "           'location': '113.608154,23.546612'},\n",
       "          {'name': '江埔村',\n",
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       "           'location': '113.608954,23.540612'},\n",
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       "       'destination': '113.599236,23.527334',\n",
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       "       'duration': '30',\n",
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       "         'action': '右转',\n",
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       "        {'instruction': '步行3米到达从化汽车站总站',\n",
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       "         'via_stops': [{'name': '赤草',\n",
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       "           'location': '113.560204,23.501199'},\n",
       "          {'name': '神岗',\n",
       "           'id': '900000074702004',\n",
       "           'location': '113.517396,23.475101'},\n",
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       "           'id': '900000074702005',\n",
       "           'location': '113.491955,23.452090'},\n",
       "          {'name': '新和',\n",
       "           'id': '900000074702006',\n",
       "           'location': '113.467060,23.413259'},\n",
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       "           'location': '113.450388,23.393877'},\n",
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       "           'location': '113.400686,23.375649'},\n",
       "          {'name': '竹料',\n",
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       "           'id': '900000074702010',\n",
       "           'location': '113.347197,23.299284'},\n",
       "          {'name': '夏良',\n",
       "           'id': '900000074702011',\n",
       "           'location': '113.323505,23.277704'},\n",
       "          {'name': '白云东平',\n",
       "           'id': '900000074702012',\n",
       "           'location': '113.317841,23.251170'}]}]},\n",
       "      'entrance': {'name': 'C2口', 'location': '113.594200,23.531855'},\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.288956,23.237434',\n",
       "       'destination': '113.289246,23.237461',\n",
       "       'distance': '63',\n",
       "       'duration': '54',\n",
       "       'steps': [{'instruction': '步行63米到达嘉禾望岗',\n",
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       "         'distance': '63',\n",
       "         'duration': [],\n",
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       "         'action': [],\n",
       "         'assistant_action': '到达嘉禾望岗'}]},\n",
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       "          'id': '440100023031012',\n",
       "          'location': '113.327132,23.159980'},\n",
       "         'name': '地铁3号线(北延段)(机场北(2号航站楼)--体育西路)',\n",
       "         'id': '440100023031',\n",
       "         'type': '地铁线路',\n",
       "         'distance': '11460',\n",
       "         'duration': '880',\n",
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       "         'bustimetag': '0',\n",
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       "         'end_time': '2315',\n",
       "         'via_num': '5',\n",
       "         'via_stops': [{'name': '白云大道北',\n",
       "           'id': '440100023031007',\n",
       "           'location': '113.298178,23.222382'},\n",
       "          {'name': '永泰',\n",
       "           'id': '440100023031008',\n",
       "           'location': '113.306295,23.220226'},\n",
       "          {'name': '同和',\n",
       "           'id': '440100023031009',\n",
       "           'location': '113.326264,23.197060'},\n",
       "          {'name': '京溪南方医院',\n",
       "           'id': '440100023031010',\n",
       "           'location': '113.326126,23.185225'},\n",
       "          {'name': '梅花园',\n",
       "           'id': '440100023031011',\n",
       "           'location': '113.320507,23.175211'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
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       "          'id': '440100023054021',\n",
       "          'location': '113.327132,23.159980'},\n",
       "         'arrival_stop': {'name': '天河客运站',\n",
       "          'id': '440100023054022',\n",
       "          'location': '113.343600,23.171000'},\n",
       "         'name': '地铁6号线(浔峰岗--香雪)',\n",
       "         'id': '440100023054',\n",
       "         'type': '地铁线路',\n",
       "         'distance': '2322',\n",
       "         'duration': '400',\n",
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       "         'bustimetag': '0',\n",
       "         'start_time': [],\n",
       "         'end_time': [],\n",
       "         'via_num': '0',\n",
       "         'via_stops': []}]},\n",
       "      'entrance': [],\n",
       "      'exit': {'name': 'D口', 'location': '113.343765,23.171227'},\n",
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       "     {'taxi': [],\n",
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       "       'destination': '113.342369,23.170551',\n",
       "       'distance': '529',\n",
       "       'duration': '453',\n",
       "       'steps': [{'instruction': '步行84米左转',\n",
       "         'road': [],\n",
       "         'distance': '84',\n",
       "         'duration': [],\n",
       "         'polyline': '113.343597,23.171003;113.343956,23.171093;113.343979,23.171099;113.343933,23.171267;113.343773,23.171232;113.343719,23.171276',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行36米左转',\n",
       "         'road': [],\n",
       "         'distance': '36',\n",
       "         'duration': [],\n",
       "         'polyline': '113.343712,23.171276;113.343643,23.171202;113.343513,23.171072;113.343483,23.171034',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿元岗横路步行100米右转',\n",
       "         'road': '元岗横路',\n",
       "         'distance': '100',\n",
       "         'duration': [],\n",
       "         'polyline': '113.343483,23.171028;113.344055,23.170507;113.344185,23.170412',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿燕岭路步行235米右转',\n",
       "         'road': '燕岭路',\n",
       "         'distance': '235',\n",
       "         'duration': [],\n",
       "         'polyline': '113.344185,23.170408;113.343895,23.170208;113.343735,23.170122;113.343513,23.170017;113.343033,23.169861;113.342842,23.169834;113.342651,23.169834;113.342453,23.169861;113.342056,23.169943',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行74米',\n",
       "         'road': [],\n",
       "         'distance': '74',\n",
       "         'duration': [],\n",
       "         'polyline': '113.342056,23.169943;113.342369,23.170551',\n",
       "         'action': [],\n",
       "         'assistant_action': []}]},\n",
       "      'bus': {'buslines': []},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}}]},\n",
       "   {'cost': '35.0',\n",
       "    'duration': '16254',\n",
       "    'nightflag': '0',\n",
       "    'walking_distance': '1148',\n",
       "    'distance': '123364',\n",
       "    'missed': '0',\n",
       "    'segments': [{'taxi': [],\n",
       "      'walking': {'origin': '113.679016,23.632349',\n",
       "       'destination': '113.676613,23.631285',\n",
       "       'distance': '513',\n",
       "       'duration': '439',\n",
       "       'steps': [{'instruction': '步行57米右转',\n",
       "         'road': [],\n",
       "         'distance': '57',\n",
       "         'duration': [],\n",
       "         'polyline': '113.679016,23.632349;113.678528,23.632097',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行47米向左前方行走',\n",
       "         'road': [],\n",
       "         'distance': '47',\n",
       "         'duration': [],\n",
       "         'polyline': '113.678528,23.632092;113.678398,23.632166;113.678101,23.632261',\n",
       "         'action': '向左前方行走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行218米左转',\n",
       "         'road': [],\n",
       "         'distance': '218',\n",
       "         'duration': [],\n",
       "         'polyline': '113.678101,23.632261;113.677834,23.632261;113.677551,23.632200;113.677399,23.632179;113.677284,23.632200;113.677177,23.632244;113.677017,23.632357;113.676811,23.632534;113.676582,23.632778;113.676430,23.632904;113.676292,23.632969',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿博学路步行191米到达中大南方学院',\n",
       "         'road': '博学路',\n",
       "         'distance': '191',\n",
       "         'duration': [],\n",
       "         'polyline': '113.676285,23.632969;113.676292,23.632227;113.676338,23.631948;113.676430,23.631676;113.676491,23.631540;113.676613,23.631285',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达中大南方学院'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '中大南方学院',\n",
       "          'id': '900000111141002',\n",
       "          'location': '113.676613,23.631281'},\n",
       "         'arrival_stop': {'name': '从化汽车站总站',\n",
       "          'id': '900000111141021',\n",
       "          'location': '113.599414,23.527556'},\n",
       "         'name': '从15路(中大南方学院--从化汽车站总站)',\n",
       "         'id': '900000111141',\n",
       "         'type': '普通公交线路',\n",
       "         'distance': '19692',\n",
       "         'duration': '3579',\n",
       "         'polyline': 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       "         'bustimetag': '0',\n",
       "         'start_time': '0900',\n",
       "         'end_time': '1800',\n",
       "         'via_num': '19',\n",
       "         'via_stops': [{'name': '卫东',\n",
       "           'id': '900000111141003',\n",
       "           'location': '113.671707,23.643766'},\n",
       "          {'name': '交警温泉中队',\n",
       "           'id': '900000111141029',\n",
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       "           'location': '113.649731,23.624987'},\n",
       "          {'name': '牛步迳',\n",
       "           'id': '900000111141006',\n",
       "           'location': '113.644640,23.621901'},\n",
       "          {'name': '华辉度假村',\n",
       "           'id': '900000111141023',\n",
       "           'location': '113.638325,23.620156'},\n",
       "          {'name': '温泉镇政府',\n",
       "           'id': '900000111141008',\n",
       "           'location': '113.632957,23.615774'},\n",
       "          {'name': '云星村',\n",
       "           'id': '900000111141024',\n",
       "           'location': '113.630844,23.610802'},\n",
       "          {'name': '宣星路口',\n",
       "           'id': '900000111141010',\n",
       "           'location': '113.628891,23.602587'},\n",
       "          {'name': '新华',\n",
       "           'id': '900000111141011',\n",
       "           'location': '113.620674,23.590054'},\n",
       "          {'name': '水底村',\n",
       "           'id': '900000111141012',\n",
       "           'location': '113.619401,23.587491'},\n",
       "          {'name': '南洋学院',\n",
       "           'id': '900000111141028',\n",
       "           'location': '113.617578,23.582357'},\n",
       "          {'name': '江埔社区',\n",
       "           'id': '900000111141014',\n",
       "           'location': '113.618210,23.573103'},\n",
       "          {'name': '沙塱村',\n",
       "           'id': '900000111141015',\n",
       "           'location': '113.615547,23.557409'},\n",
       "          {'name': '凤院北',\n",
       "           'id': '900000111141025',\n",
       "           'location': '113.612526,23.553211'},\n",
       "          {'name': '凤院路口',\n",
       "           'id': '900000111141016',\n",
       "           'location': '113.610443,23.550087'},\n",
       "          {'name': '江埔村二社',\n",
       "           'id': '900000111141026',\n",
       "           'location': '113.608154,23.546612'},\n",
       "          {'name': '江埔村',\n",
       "           'id': '900000111141018',\n",
       "           'location': '113.608954,23.540612'},\n",
       "          {'name': '迎福里',\n",
       "           'id': '900000111141019',\n",
       "           'location': '113.609214,23.535690'},\n",
       "          {'name': '城建学院',\n",
       "           'id': '900000111141020',\n",
       "           'location': '113.607122,23.530247'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
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       "       'destination': '113.599251,23.528355',\n",
       "       'distance': '119',\n",
       "       'duration': '102',\n",
       "       'steps': [{'instruction': '步行60米左转',\n",
       "         'road': [],\n",
       "         'distance': '60',\n",
       "         'duration': [],\n",
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       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行59米到达从化汽车站总站',\n",
       "         'road': [],\n",
       "         'distance': '59',\n",
       "         'duration': [],\n",
       "         'polyline': '113.599709,23.528025;113.599251,23.528355',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达从化汽车站总站'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '从化汽车站总站',\n",
       "          'id': '900000117293001',\n",
       "          'location': '113.599245,23.528355'},\n",
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       "          'id': '900000117293012',\n",
       "          'location': '113.330261,22.994513'},\n",
       "         'name': '从化汽车站-广州南汽车客运站(从化汽车站总站--广州南汽车客运站)',\n",
       "         'id': '900000117293',\n",
       "         'type': '普通公交线路',\n",
       "         'distance': '75920',\n",
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       "          {'name': '星河湾站',\n",
       "           'id': '440100016514010',\n",
       "           'location': '113.330681,23.024687'},\n",
       "          {'name': '沙溪村站',\n",
       "           'id': '440100016514011',\n",
       "           'location': '113.327144,23.035360'},\n",
       "          {'name': '五洲装饰城',\n",
       "           'id': '440100016514044',\n",
       "           'location': '113.318016,23.035933'},\n",
       "          {'name': '上漖站',\n",
       "           'id': '440100016514013',\n",
       "           'location': '113.309783,23.038637'},\n",
       "          {'name': '洛溪新城站',\n",
       "           'id': '440100016514014',\n",
       "           'location': '113.306480,23.040716'},\n",
       "          {'name': '洛溪桥脚站',\n",
       "           'id': '440100016514015',\n",
       "           'location': '113.308989,23.065998'},\n",
       "          {'name': '上冲南',\n",
       "           'id': '440100016514016',\n",
       "           'location': '113.313147,23.073702'},\n",
       "          {'name': '上冲站',\n",
       "           'id': '440100016514017',\n",
       "           'location': '113.315490,23.081207'},\n",
       "          {'name': '园艺场站',\n",
       "           'id': '440100016514018',\n",
       "           'location': '113.316132,23.085318'},\n",
       "          {'name': '墩和站',\n",
       "           'id': '440100016514019',\n",
       "           'location': '113.315712,23.091549'},\n",
       "          {'name': '客村立交站',\n",
       "           'id': '440100016514020',\n",
       "           'location': '113.315659,23.099968'},\n",
       "          {'name': '五羊新村站',\n",
       "           'id': '440100016514021',\n",
       "           'location': '113.315277,23.116436'},\n",
       "          {'name': '南方报社站',\n",
       "           'id': '440100016514022',\n",
       "           'location': '113.315399,23.121220'},\n",
       "          {'name': '广州大道中站',\n",
       "           'id': '440100016514023',\n",
       "           'location': '113.315186,23.137550'},\n",
       "          {'name': '广州体院站',\n",
       "           'id': '440100016514037',\n",
       "           'location': '113.314278,23.146399'},\n",
       "          {'name': '白云区医院站',\n",
       "           'id': '440100016514045',\n",
       "           'location': '113.313824,23.150447'},\n",
       "          {'name': '军体院',\n",
       "           'id': '440100016514046',\n",
       "           'location': '113.316422,23.152517'},\n",
       "          {'name': '燕塘企业站',\n",
       "           'id': '440100016514027',\n",
       "           'location': '113.328339,23.160400'},\n",
       "          {'name': '武警医院站',\n",
       "           'id': '440100016514028',\n",
       "           'location': '113.330017,23.161489'},\n",
       "          {'name': '银河园',\n",
       "           'id': '440100016514033',\n",
       "           'location': '113.337402,23.167200'},\n",
       "          {'name': '上元岗',\n",
       "           'id': '440100016514034',\n",
       "           'location': '113.346545,23.174375'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.341667,23.170204',\n",
       "       'destination': '113.342369,23.170551',\n",
       "       'distance': '267',\n",
       "       'duration': '228',\n",
       "       'steps': [{'instruction': '步行59米左转',\n",
       "         'road': [],\n",
       "         'distance': '59',\n",
       "         'duration': [],\n",
       "         'polyline': '113.341667,23.170204;113.341095,23.170279',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行23米左转',\n",
       "         'road': [],\n",
       "         'distance': '23',\n",
       "         'duration': [],\n",
       "         'polyline': '113.341095,23.170279;113.340973,23.170095',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿燕岭路步行111米左转',\n",
       "         'road': '燕岭路',\n",
       "         'distance': '111',\n",
       "         'duration': [],\n",
       "         'polyline': '113.340973,23.170092;113.341133,23.170109;113.341255,23.170095;113.342056,23.169949',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行74米',\n",
       "         'road': [],\n",
       "         'distance': '74',\n",
       "         'duration': [],\n",
       "         'polyline': '113.342056,23.169943;113.342369,23.170551',\n",
       "         'action': [],\n",
       "         'assistant_action': []}]},\n",
       "      'bus': {'buslines': []},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}}]},\n",
       "   {'cost': '39.0',\n",
       "    'duration': '16980',\n",
       "    'nightflag': '0',\n",
       "    'walking_distance': '1155',\n",
       "    'distance': '95391',\n",
       "    'missed': '0',\n",
       "    'segments': [{'taxi': [],\n",
       "      'walking': {'origin': '113.679016,23.632349',\n",
       "       'destination': '113.676613,23.631285',\n",
       "       'distance': '513',\n",
       "       'duration': '439',\n",
       "       'steps': [{'instruction': '步行57米右转',\n",
       "         'road': [],\n",
       "         'distance': '57',\n",
       "         'duration': [],\n",
       "         'polyline': '113.679016,23.632349;113.678528,23.632097',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行47米向左前方行走',\n",
       "         'road': [],\n",
       "         'distance': '47',\n",
       "         'duration': [],\n",
       "         'polyline': '113.678528,23.632092;113.678398,23.632166;113.678101,23.632261',\n",
       "         'action': '向左前方行走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行218米左转',\n",
       "         'road': [],\n",
       "         'distance': '218',\n",
       "         'duration': [],\n",
       "         'polyline': '113.678101,23.632261;113.677834,23.632261;113.677551,23.632200;113.677399,23.632179;113.677284,23.632200;113.677177,23.632244;113.677017,23.632357;113.676811,23.632534;113.676582,23.632778;113.676430,23.632904;113.676292,23.632969',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿博学路步行191米到达中大南方学院',\n",
       "         'road': '博学路',\n",
       "         'distance': '191',\n",
       "         'duration': [],\n",
       "         'polyline': '113.676285,23.632969;113.676292,23.632227;113.676338,23.631948;113.676430,23.631676;113.676491,23.631540;113.676613,23.631285',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达中大南方学院'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '中大南方学院',\n",
       "          'id': '900000111141002',\n",
       "          'location': '113.676613,23.631281'},\n",
       "         'arrival_stop': {'name': '从化汽车站总站',\n",
       "          'id': '900000111141021',\n",
       "          'location': '113.599414,23.527556'},\n",
       "         'name': '从15路(中大南方学院--从化汽车站总站)',\n",
       "         'id': '900000111141',\n",
       "         'type': '普通公交线路',\n",
       "         'distance': '19692',\n",
       "         'duration': '3579',\n",
       "         'polyline': 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       "         'bustimetag': '0',\n",
       "         'start_time': '0900',\n",
       "         'end_time': '1800',\n",
       "         'via_num': '19',\n",
       "         'via_stops': [{'name': '卫东',\n",
       "           'id': '900000111141003',\n",
       "           'location': '113.671707,23.643766'},\n",
       "          {'name': '交警温泉中队',\n",
       "           'id': '900000111141029',\n",
       "           'location': '113.656944,23.630304'},\n",
       "          {'name': '冲口',\n",
       "           'id': '900000111141022',\n",
       "           'location': '113.649731,23.624987'},\n",
       "          {'name': '牛步迳',\n",
       "           'id': '900000111141006',\n",
       "           'location': '113.644640,23.621901'},\n",
       "          {'name': '华辉度假村',\n",
       "           'id': '900000111141023',\n",
       "           'location': '113.638325,23.620156'},\n",
       "          {'name': '温泉镇政府',\n",
       "           'id': '900000111141008',\n",
       "           'location': '113.632957,23.615774'},\n",
       "          {'name': '云星村',\n",
       "           'id': '900000111141024',\n",
       "           'location': '113.630844,23.610802'},\n",
       "          {'name': '宣星路口',\n",
       "           'id': '900000111141010',\n",
       "           'location': '113.628891,23.602587'},\n",
       "          {'name': '新华',\n",
       "           'id': '900000111141011',\n",
       "           'location': '113.620674,23.590054'},\n",
       "          {'name': '水底村',\n",
       "           'id': '900000111141012',\n",
       "           'location': '113.619401,23.587491'},\n",
       "          {'name': '南洋学院',\n",
       "           'id': '900000111141028',\n",
       "           'location': '113.617578,23.582357'},\n",
       "          {'name': '江埔社区',\n",
       "           'id': '900000111141014',\n",
       "           'location': '113.618210,23.573103'},\n",
       "          {'name': '沙塱村',\n",
       "           'id': '900000111141015',\n",
       "           'location': '113.615547,23.557409'},\n",
       "          {'name': '凤院北',\n",
       "           'id': '900000111141025',\n",
       "           'location': '113.612526,23.553211'},\n",
       "          {'name': '凤院路口',\n",
       "           'id': '900000111141016',\n",
       "           'location': '113.610443,23.550087'},\n",
       "          {'name': '江埔村二社',\n",
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       "      'entrance': [],\n",
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       "       'steps': [{'instruction': '沿九龙大道步行1米到达荷棠下村',\n",
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       "           'location': '113.486916,23.214500'},\n",
       "          {'name': '长平村',\n",
       "           'id': '440100016566030',\n",
       "           'location': '113.486397,23.211458'},\n",
       "          {'name': '长龙村',\n",
       "           'id': '440100016566031',\n",
       "           'location': '113.474861,23.205515'},\n",
       "          {'name': '长龙村西',\n",
       "           'id': '440100016566032',\n",
       "           'location': '113.470123,23.203182'},\n",
       "          {'name': '黄麻村',\n",
       "           'id': '440100016566033',\n",
       "           'location': '113.464310,23.201366'},\n",
       "          {'name': '班岭村口',\n",
       "           'id': '440100016566034',\n",
       "           'location': '113.458069,23.198780'},\n",
       "          {'name': '班岭村',\n",
       "           'id': '440100016566035',\n",
       "           'location': '113.455154,23.194941'},\n",
       "          {'name': '万龙路口',\n",
       "           'id': '440100016566036',\n",
       "           'location': '113.447197,23.189348'},\n",
       "          {'name': '长安',\n",
       "           'id': '440100016566037',\n",
       "           'location': '113.440193,23.188620'},\n",
       "          {'name': '地铁黄陂站',\n",
       "           'id': '440100016566059',\n",
       "           'location': '113.432861,23.188351'},\n",
       "          {'name': '华沙村',\n",
       "           'id': '440100016566067',\n",
       "           'location': '113.428429,23.190496'},\n",
       "          {'name': '广汕二路',\n",
       "           'id': '440100016566039',\n",
       "           'location': '113.424599,23.191416'},\n",
       "          {'name': '高塘石东',\n",
       "           'id': '440100016566040',\n",
       "           'location': '113.419350,23.191238'},\n",
       "          {'name': '高塘工业区',\n",
       "           'id': '440100016566041',\n",
       "           'location': '113.414108,23.190897'},\n",
       "          {'name': '地铁高塘石站',\n",
       "           'id': '440100016566068',\n",
       "           'location': '113.407118,23.191875'},\n",
       "          {'name': '省电校',\n",
       "           'id': '440100016566042',\n",
       "           'location': '113.404410,23.192253'},\n",
       "          {'name': '广汕一路东',\n",
       "           'id': '440100016566043',\n",
       "           'location': '113.400543,23.193034'},\n",
       "          {'name': '柯木塱',\n",
       "           'id': '440100016566044',\n",
       "           'location': '113.391836,23.193368'},\n",
       "          {'name': '地铁龙洞站',\n",
       "           'id': '440100016566045',\n",
       "           'location': '113.374420,23.191818'},\n",
       "          {'name': '龙洞牌坊',\n",
       "           'id': '440100016566046',\n",
       "           'location': '113.367012,23.192390'},\n",
       "          {'name': '地铁植物园站',\n",
       "           'id': '440100016566047',\n",
       "           'location': '113.365195,23.189661'},\n",
       "          {'name': '植物园正门',\n",
       "           'id': '440100016566048',\n",
       "           'location': '113.363615,23.187444'},\n",
       "          {'name': '三宝墟',\n",
       "           'id': '440100016566049',\n",
       "           'location': '113.359634,23.183907'},\n",
       "          {'name': '天源路中站',\n",
       "           'id': '440100016566050',\n",
       "           'location': '113.352844,23.181431'},\n",
       "          {'name': '地铁长湴站',\n",
       "           'id': '440100016566061',\n",
       "           'location': '113.349388,23.178598'},\n",
       "          {'name': '射击场',\n",
       "           'id': '440100016566051',\n",
       "           'location': '113.347221,23.176125'},\n",
       "          {'name': '上元岗',\n",
       "           'id': '440100016566052',\n",
       "           'location': '113.345917,23.173250'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.341667,23.170204',\n",
       "       'destination': '113.342369,23.170551',\n",
       "       'distance': '267',\n",
       "       'duration': '228',\n",
       "       'steps': [{'instruction': '步行59米左转',\n",
       "         'road': [],\n",
       "         'distance': '59',\n",
       "         'duration': [],\n",
       "         'polyline': '113.341667,23.170204;113.341095,23.170279',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行23米左转',\n",
       "         'road': [],\n",
       "         'distance': '23',\n",
       "         'duration': [],\n",
       "         'polyline': '113.341095,23.170279;113.340973,23.170095',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿燕岭路步行111米左转',\n",
       "         'road': '燕岭路',\n",
       "         'distance': '111',\n",
       "         'duration': [],\n",
       "         'polyline': '113.340973,23.170092;113.341133,23.170109;113.341255,23.170095;113.342056,23.169949',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行74米',\n",
       "         'road': [],\n",
       "         'distance': '74',\n",
       "         'duration': [],\n",
       "         'polyline': '113.342056,23.169943;113.342369,23.170551',\n",
       "         'action': [],\n",
       "         'assistant_action': []}]},\n",
       "      'bus': {'buslines': []},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}}]}]}}"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geo.busing(yx_key,'113.679287,23.632575','113.342309,23.170892','广州')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>name</th>\n",
       "      <th>id</th>\n",
       "      <th>location</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>卫东</td>\n",
       "      <td>900000111141003</td>\n",
       "      <td>113.671707,23.643766</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>交警温泉中队</td>\n",
       "      <td>900000111141029</td>\n",
       "      <td>113.656944,23.630304</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>冲口</td>\n",
       "      <td>900000111141022</td>\n",
       "      <td>113.649731,23.624987</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>牛步迳</td>\n",
       "      <td>900000111141006</td>\n",
       "      <td>113.644640,23.621901</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>华辉度假村</td>\n",
       "      <td>900000111141023</td>\n",
       "      <td>113.638325,23.620156</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>温泉镇政府</td>\n",
       "      <td>900000111141008</td>\n",
       "      <td>113.632957,23.615774</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>云星村</td>\n",
       "      <td>900000111141024</td>\n",
       "      <td>113.630844,23.610802</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>宣星路口</td>\n",
       "      <td>900000111141010</td>\n",
       "      <td>113.628891,23.602587</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>新华</td>\n",
       "      <td>900000111141011</td>\n",
       "      <td>113.620674,23.590054</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>水底村</td>\n",
       "      <td>900000111141012</td>\n",
       "      <td>113.619401,23.587491</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>南洋学院</td>\n",
       "      <td>900000111141028</td>\n",
       "      <td>113.617578,23.582357</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>江埔社区</td>\n",
       "      <td>900000111141014</td>\n",
       "      <td>113.618210,23.573103</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>沙塱村</td>\n",
       "      <td>900000111141015</td>\n",
       "      <td>113.615547,23.557409</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>凤院北</td>\n",
       "      <td>900000111141025</td>\n",
       "      <td>113.612526,23.553211</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>凤院路口</td>\n",
       "      <td>900000111141016</td>\n",
       "      <td>113.610443,23.550087</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>江埔村二社</td>\n",
       "      <td>900000111141026</td>\n",
       "      <td>113.608154,23.546612</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>江埔村</td>\n",
       "      <td>900000111141018</td>\n",
       "      <td>113.608954,23.540612</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>迎福里</td>\n",
       "      <td>900000111141019</td>\n",
       "      <td>113.609214,23.535690</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>城建学院</td>\n",
       "      <td>900000111141020</td>\n",
       "      <td>113.607122,23.530247</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      name               id              location\n",
       "0       卫东  900000111141003  113.671707,23.643766\n",
       "1   交警温泉中队  900000111141029  113.656944,23.630304\n",
       "2       冲口  900000111141022  113.649731,23.624987\n",
       "3      牛步迳  900000111141006  113.644640,23.621901\n",
       "4    华辉度假村  900000111141023  113.638325,23.620156\n",
       "5    温泉镇政府  900000111141008  113.632957,23.615774\n",
       "6      云星村  900000111141024  113.630844,23.610802\n",
       "7     宣星路口  900000111141010  113.628891,23.602587\n",
       "8       新华  900000111141011  113.620674,23.590054\n",
       "9      水底村  900000111141012  113.619401,23.587491\n",
       "10    南洋学院  900000111141028  113.617578,23.582357\n",
       "11    江埔社区  900000111141014  113.618210,23.573103\n",
       "12     沙塱村  900000111141015  113.615547,23.557409\n",
       "13     凤院北  900000111141025  113.612526,23.553211\n",
       "14    凤院路口  900000111141016  113.610443,23.550087\n",
       "15   江埔村二社  900000111141026  113.608154,23.546612\n",
       "16     江埔村  900000111141018  113.608954,23.540612\n",
       "17     迎福里  900000111141019  113.609214,23.535690\n",
       "18    城建学院  900000111141020  113.607122,23.530247"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.json_normalize(geo.busing(yx_key,'113.679287,23.632575','113.342309,23.170892','广州')['route']['transits'][0]['segments'][0]['bus']['buslines'][0]['via_stops'])\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "\n",
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       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>name</th>\n",
       "      <th>id</th>\n",
       "      <th>location</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>卫东</td>\n",
       "      <td>900000111141003</td>\n",
       "      <td>113.671707,23.643766</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>交警温泉中队</td>\n",
       "      <td>900000111141029</td>\n",
       "      <td>113.656944,23.630304</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>冲口</td>\n",
       "      <td>900000111141022</td>\n",
       "      <td>113.649731,23.624987</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>牛步迳</td>\n",
       "      <td>900000111141006</td>\n",
       "      <td>113.644640,23.621901</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>华辉度假村</td>\n",
       "      <td>900000111141023</td>\n",
       "      <td>113.638325,23.620156</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>温泉镇政府</td>\n",
       "      <td>900000111141008</td>\n",
       "      <td>113.632957,23.615774</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>云星村</td>\n",
       "      <td>900000111141024</td>\n",
       "      <td>113.630844,23.610802</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>宣星路口</td>\n",
       "      <td>900000111141010</td>\n",
       "      <td>113.628891,23.602587</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>新华</td>\n",
       "      <td>900000111141011</td>\n",
       "      <td>113.620674,23.590054</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>水底村</td>\n",
       "      <td>900000111141012</td>\n",
       "      <td>113.619401,23.587491</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>南洋学院</td>\n",
       "      <td>900000111141028</td>\n",
       "      <td>113.617578,23.582357</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>江埔社区</td>\n",
       "      <td>900000111141014</td>\n",
       "      <td>113.618210,23.573103</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>沙塱村</td>\n",
       "      <td>900000111141015</td>\n",
       "      <td>113.615547,23.557409</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>凤院北</td>\n",
       "      <td>900000111141025</td>\n",
       "      <td>113.612526,23.553211</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>凤院路口</td>\n",
       "      <td>900000111141016</td>\n",
       "      <td>113.610443,23.550087</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>江埔村二社</td>\n",
       "      <td>900000111141026</td>\n",
       "      <td>113.608154,23.546612</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>江埔村</td>\n",
       "      <td>900000111141018</td>\n",
       "      <td>113.608954,23.540612</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>迎福里</td>\n",
       "      <td>900000111141019</td>\n",
       "      <td>113.609214,23.535690</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>城建学院</td>\n",
       "      <td>900000111141020</td>\n",
       "      <td>113.607122,23.530247</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      name               id              location\n",
       "0       卫东  900000111141003  113.671707,23.643766\n",
       "1   交警温泉中队  900000111141029  113.656944,23.630304\n",
       "2       冲口  900000111141022  113.649731,23.624987\n",
       "3      牛步迳  900000111141006  113.644640,23.621901\n",
       "4    华辉度假村  900000111141023  113.638325,23.620156\n",
       "5    温泉镇政府  900000111141008  113.632957,23.615774\n",
       "6      云星村  900000111141024  113.630844,23.610802\n",
       "7     宣星路口  900000111141010  113.628891,23.602587\n",
       "8       新华  900000111141011  113.620674,23.590054\n",
       "9      水底村  900000111141012  113.619401,23.587491\n",
       "10    南洋学院  900000111141028  113.617578,23.582357\n",
       "11    江埔社区  900000111141014  113.618210,23.573103\n",
       "12     沙塱村  900000111141015  113.615547,23.557409\n",
       "13     凤院北  900000111141025  113.612526,23.553211\n",
       "14    凤院路口  900000111141016  113.610443,23.550087\n",
       "15   江埔村二社  900000111141026  113.608154,23.546612\n",
       "16     江埔村  900000111141018  113.608954,23.540612\n",
       "17     迎福里  900000111141019  113.609214,23.535690\n",
       "18    城建学院  900000111141020  113.607122,23.530247"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "busline = pd.json_normalize(geo.busing(yx_key,'113.679287,23.632575','113.342309,23.170892','广州')['route']['transits'][2]['segments'][0]['bus']['buslines'][0]['via_stops'])\n",
    "busline"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 路径规划-驾车 "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000',\n",
       " 'count': '1',\n",
       " 'route': {'origin': '113.679287,23.632575',\n",
       "  'destination': '113.342309,23.170892',\n",
       "  'paths': [{'distance': '75227',\n",
       "    'duration': '4386',\n",
       "    'strategy': '速度最快',\n",
       "    'tolls': '38',\n",
       "    'toll_distance': '66368',\n",
       "    'steps': [{'instruction': '向北行驶122米向左前方行驶',\n",
       "      'orientation': '北',\n",
       "      'distance': '122',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '26',\n",
       "      'polyline': '113.679596,23.632574;113.679596,23.632856;113.679592,23.633173;113.679596,23.633251;113.679627,23.63365;113.679648,23.633689',\n",
       "      'action': '向左前方行驶',\n",
       "      'assistant_action': []},\n",
       "     {'instruction': '沿博学路向北行驶79米向左前方行驶',\n",
       "      'orientation': '北',\n",
       "      'road': '博学路',\n",
       "      'distance': '79',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '19',\n",
       "      'polyline': '113.679648,23.633689;113.679549,23.633967;113.679375,23.634358',\n",
       "      'action': '向左前方行驶',\n",
       "      'assistant_action': []},\n",
       "     {'instruction': '沿博学路向西北行驶118米左转',\n",
       "      'orientation': '西北',\n",
       "      'road': '博学路',\n",
       "      'distance': '118',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '29',\n",
       "      'polyline': '113.679375,23.634358;113.679249,23.634479;113.678932,23.634761;113.678711,23.634918;113.678628,23.63497;113.678594,23.63503;113.678555,23.635109',\n",
       "      'action': '左转',\n",
       "      'assistant_action': []},\n",
       "     {'instruction': '沿博学路向西行驶163米右转',\n",
       "      'orientation': '西',\n",
       "      'road': '博学路',\n",
       "      'distance': '163',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '35',\n",
       "      'polyline': '113.678555,23.635109;113.677856,23.635087;113.677613,23.63503;113.67753,23.634991;113.677326,23.634852;113.677083,23.634661',\n",
       "      'action': '右转',\n",
       "      'assistant_action': []},\n",
       "     {'instruction': '沿博学路向西行驶33米右转',\n",
       "      'orientation': '西',\n",
       "      'road': '博学路',\n",
       "      'distance': '33',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '13',\n",
       "      'polyline': '113.677083,23.634661;113.677027,23.634701;113.676918,23.634718;113.676849,23.634701;113.676788,23.634657',\n",
       "      'action': '右转',\n",
       "      'assistant_action': []},\n",
       "     {'instruction': '沿中山路向西北行驶1.3千米右转',\n",
       "      'orientation': '西北',\n",
       "      'road': '中山路',\n",
       "      'distance': '1265',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '275',\n",
       "      'polyline': '113.676788,23.634657;113.675265,23.636128;113.675152,23.636263;113.675026,23.636467;113.67497,23.636567;113.674957,23.636701;113.674957,23.636845;113.674991,23.636997;113.675378,23.637886;113.67543,23.638043;113.675521,23.638659;113.67553,23.638997;113.675508,23.639132;113.675447,23.63931;113.67533,23.639583;113.675104,23.640035;113.675,23.640187;113.67431,23.641024;113.673355,23.64214;113.672977,23.642535;113.672934,23.642578;113.67217,23.643307;113.671428,23.644045',\n",
       "      'action': '右转',\n",
       "      'assistant_action': []},\n",
       "     {'instruction': '沿温泉大道向东北行驶605米左转调头',\n",
       "      'orientation': '东北',\n",
       "      'road': '温泉大道',\n",
       "      'distance': '605',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '66',\n",
       "      'polyline': '113.671428,23.644045;113.671636,23.644162;113.673103,23.64497;113.673945,23.645425;113.674366,23.645651;113.67546,23.646276;113.675968,23.646636;113.676411,23.647018',\n",
       "      'action': '左转调头',\n",
       "      'assistant_action': []},\n",
       "     {'instruction': '沿温泉大道向西南行驶916米向右前方行驶进入匝道',\n",
       "      'orientation': '西南',\n",
       "      'road': '温泉大道',\n",
       "      'distance': '916',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '59',\n",
       "      'polyline': '113.676367,23.647088;113.675964,23.646745;113.675734,23.646567;113.675464,23.646385;113.675095,23.646172;113.673003,23.645004;113.669961,23.643329;113.669162,23.642882;113.668776,23.642674',\n",
       "      'action': '向右前方行驶',\n",
       "      'assistant_action': '进入匝道'},\n",
       "     {'instruction': '沿G45大广高速入口向西南行驶836米减速行驶到达收费站',\n",
       "      'orientation': '西南',\n",
       "      'road': 'G45大广高速入口',\n",
       "      'distance': '836',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '76',\n",
       "      'polyline': '113.668776,23.642674;113.668546,23.642578;113.668095,23.642387;113.667626,23.64214;113.667461,23.642079;113.667274,23.642036;113.667109,23.642014;113.66694,23.642018;113.666749,23.642049;113.666367,23.642135;113.666181,23.642157;113.666029,23.642157;113.665868,23.642131;113.665716,23.642088;113.665577,23.642023;113.66546,23.641944;113.665352,23.64184;113.665252,23.641719;113.665182,23.641593;113.665122,23.641445;113.665078,23.64125;113.665056,23.641068;113.665052,23.640859;113.665078,23.640616;113.665122,23.640391;113.665178,23.640217;113.66526,23.640017;113.665386,23.639792;113.665512,23.639592;113.665603,23.639479;113.665807,23.63924;113.665972,23.639015;113.666046,23.63888;113.666089,23.638763;113.666102,23.638681;113.666115,23.638568;113.666063,23.637999',\n",
       "      'action': '减速行驶',\n",
       "      'assistant_action': '到达收费站'},\n",
       "     {'instruction': '沿G45大广高速入口向南行驶49米靠左',\n",
       "      'orientation': '南',\n",
       "      'road': 'G45大广高速入口',\n",
       "      'distance': '49',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '49',\n",
       "      'toll_road': 'G45大广高速入口',\n",
       "      'duration': '1',\n",
       "      'polyline': '113.666063,23.637999;113.666033,23.637548',\n",
       "      'action': '靠左',\n",
       "      'assistant_action': []},\n",
       "     {'instruction': '沿G45大广高速入口途径G45大广高速向西南行驶1.7千米直行进入隧道',\n",
       "      'orientation': '西南',\n",
       "      'road': 'G45大广高速入口',\n",
       "      'distance': '1741',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '1741',\n",
       "      'toll_road': 'G45大广高速入口',\n",
       "      'duration': '76',\n",
       "      'polyline': '113.666033,23.637548;113.666046,23.637448;113.666033,23.637361;113.665959,23.637153;113.665864,23.636992;113.665747,23.63684;113.665634,23.636727;113.665477,23.63661;113.665312,23.636515;113.665156,23.63645;113.664944,23.636385;113.664549,23.636293;113.66441,23.636263;113.664232,23.636202;113.664067,23.636115;113.663893,23.636011;113.66375,23.635885;113.663637,23.635764;113.663542,23.635625;113.663459,23.635469;113.663394,23.635304;113.663359,23.63513;113.663338,23.634922;113.66332,23.634488;113.66329,23.634262;113.663234,23.634032;113.663142,23.633763;113.662886,23.633173;113.662847,23.633025;113.662839,23.632934;113.662474,23.632352;113.662118,23.631858;113.66191,23.631589;113.661714,23.63135;113.661419,23.63099;113.661124,23.63066;113.659484,23.628997;113.658724,23.628177;113.658155,23.627509;113.657869,23.627131;113.657565,23.626688;113.657287,23.626241;113.65704,23.625816;113.656667,23.6251',\n",
       "      'action': '直行',\n",
       "      'assistant_action': '进入隧道'},\n",
       "     {'instruction': '沿牛步迳隧道途径温泉流溪河特大桥、G45大广高速向西南行驶8.6千米直行进入隧道',\n",
       "      'orientation': '西南',\n",
       "      'road': '牛步迳隧道',\n",
       "      'distance': '8576',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '8576',\n",
       "      'toll_road': '牛步迳隧道',\n",
       "      'duration': '312',\n",
       "      'polyline': '113.656667,23.6251;113.656471,23.624657;113.65625,23.624128;113.656072,23.623646;113.655859,23.622951;113.655256,23.620833;113.655191,23.620603;113.654931,23.619666;113.654735,23.61898;113.654505,23.618247;113.654327,23.617756;113.65411,23.617218;113.65395,23.616871;113.653663,23.616302;113.653451,23.615911;113.653116,23.615373;113.652635,23.61467;113.652235,23.614162;113.651879,23.613746;113.65145,23.613281;113.650868,23.612717;113.65066,23.612526;113.65036,23.612287;113.649848,23.611866;113.649384,23.611515;113.648976,23.611241;113.648138,23.610738;113.647643,23.610477;113.647044,23.610182;113.64579,23.609618;113.644679,23.609119;113.644227,23.608902;113.643698,23.608624;113.642765,23.608051;113.642578,23.607921;113.642274,23.607717;113.641897,23.607439;113.641445,23.60707;113.640273,23.606033;113.63898,23.604931;113.63849,23.604531;113.638034,23.604193;113.637435,23.60378;113.636949,23.603464;113.636363,23.603121;113.63569,23.602743;113.635048,23.602418;113.634453,23.60214;113.633485,23.601714;113.632682,23.601393;113.630816,23.600686;113.630113,23.60043;113.629258,23.600143;113.62753,23.599579;113.625174,23.59885;113.624475,23.598633;113.622088,23.597899;113.621215,23.597626;113.620603,23.597435;113.608346,23.59362;113.607982,23.593498;113.606762,23.593069;113.605959,23.592756;113.605126,23.592413;113.604297,23.592049;113.60372,23.591775;113.602756,23.591293;113.601957,23.590864;113.601194,23.590434;113.600477,23.59;113.59964,23.589466;113.598872,23.588954;113.598633,23.58878;113.598203,23.588477;113.597092,23.587643;113.596662,23.587322;113.595382,23.586393;113.594839,23.586024;113.594327,23.585707;113.59375,23.585373;113.593168,23.585065;113.59273,23.584844;113.591988,23.58451;113.591411,23.584275;113.589965,23.583819',\n",
       "      'action': '直行',\n",
       "      'assistant_action': '进入隧道'},\n",
       "     {'instruction': '沿明珠隧道途径G45大广高速向西南行驶7.8千米直行进入隧道',\n",
       "      'orientation': '西南',\n",
       "      'road': '明珠隧道',\n",
       "      'distance': '7814',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '7814',\n",
       "      'toll_road': '明珠隧道',\n",
       "      'duration': '301',\n",
       "      'polyline': '113.589965,23.583819;113.589345,23.583633;113.588155,23.583346;113.587431,23.58322;113.586714,23.583112;113.585981,23.583021;113.584974,23.582938;113.583225,23.582826;113.579878,23.582574;113.578507,23.582452;113.577552,23.582326;113.576667,23.582201;113.576658,23.582201;113.575933,23.58207;113.575161,23.58191;113.574184,23.58168;113.573429,23.58148;113.572661,23.581254;113.57184,23.580998;113.570877,23.580655;113.569926,23.580278;113.569136,23.579948;113.568403,23.579614;113.567856,23.579345;113.566793,23.57878;113.566163,23.578429;113.56533,23.577917;113.564813,23.577591;113.56388,23.576949;113.563472,23.576658;113.563316,23.576545;113.562765,23.576111;113.562001,23.575495;113.561398,23.574961;113.560881,23.574492;113.560174,23.573789;113.559661,23.573268;113.559201,23.572756;113.558576,23.572036;113.557682,23.570898;113.55724,23.570286;113.556636,23.569401;113.556311,23.56888;113.555898,23.568177;113.555417,23.5673;113.555109,23.566701;113.554757,23.565955;113.554688,23.565794;113.554631,23.565673;113.554475,23.565308;113.554115,23.564345;113.554067,23.564214;113.553928,23.563798;113.553681,23.562912;113.553394,23.561693;113.553281,23.561202;113.553242,23.561042;113.552656,23.55842;113.552474,23.557717;113.552166,23.556667;113.551793,23.555569;113.551506,23.554766;113.551471,23.554688;113.551176,23.55395;113.550703,23.552882;113.550304,23.552023;113.549974,23.551363;113.549566,23.550612;113.54918,23.549931;113.548698,23.549132;113.545299,23.543698;113.544306,23.542131;113.543641,23.541063;113.542934,23.539826;113.542565,23.539128;113.542196,23.538372;113.541775,23.5374',\n",
       "      'action': '直行',\n",
       "      'assistant_action': '进入隧道'},\n",
       "     {'instruction': '沿耙齿影隧道途径G45大广高速、牛心岭大桥向西南行驶15.6千米向右前方行驶进入匝道',\n",
       "      'orientation': '西南',\n",
       "      'road': '耙齿影隧道',\n",
       "      'distance': '15625',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '15625',\n",
       "      'toll_road': '耙齿影隧道',\n",
       "      'duration': '631',\n",
       "      'polyline': '113.541775,23.5374;113.541359,23.536285;113.540395,23.532969;113.540312,23.532713;113.539848,23.53122;113.53888,23.528242;113.538637,23.527431;113.538325,23.526454;113.538151,23.52599;113.537856,23.525278;113.537587,23.524666;113.537348,23.52418;113.53707,23.523659;113.536723,23.523082;113.53622,23.5223;113.535872,23.521801;113.535812,23.521727;113.535616,23.521463;113.535069,23.520786;113.534614,23.520278;113.534197,23.519839;113.533663,23.519323;113.533238,23.518928;113.532782,23.518542;113.532713,23.518481;113.53224,23.518103;113.531554,23.5176;113.531046,23.517257;113.530295,23.516793;113.529692,23.516437;113.528477,23.51576;113.527548,23.515252;113.52635,23.514588;113.525299,23.51398;113.51941,23.510742;113.518316,23.510135;113.516563,23.509067;113.51513,23.508099;113.514227,23.507431;113.513655,23.507005;113.512882,23.506372;113.511884,23.50553;113.511319,23.505026;113.510742,23.504484;113.510699,23.50444;113.510117,23.503863;113.509258,23.502973;113.507539,23.501107;113.506871,23.500382;113.506276,23.499753;113.505334,23.498763;113.503872,23.497413;113.50355,23.497148;113.50224,23.496068;113.501133,23.49523;113.500347,23.494674;113.496471,23.492018;113.493958,23.490321;113.492209,23.489115;113.491727,23.488767;113.491523,23.488624;113.490972,23.48819;113.490747,23.488003;113.489805,23.487153;113.489336,23.486675;113.488767,23.486033;113.487899,23.485048;113.487448,23.48457;113.486944,23.484032;113.485508,23.482813;113.484991,23.482418;113.484297,23.481975;113.483668,23.481597;113.4824,23.480872;113.481832,23.480516;113.48135,23.480191;113.480998,23.4799;113.480703,23.479635;113.480443,23.479384;113.479918,23.478785;113.479696,23.478511;113.47924,23.477808;113.479223,23.477782;113.478928,23.477192;113.478655,23.476454;113.478494,23.47592;113.478394,23.47546;113.478351,23.475165;113.478273,23.47444;113.478242,23.473928;113.478103,23.470043;113.478034,23.469188;113.477908,23.468403;113.47783,23.468043;113.477635,23.467365;113.477422,23.466797;113.477348,23.466602;113.477066,23.465994;113.476884,23.465647;113.476385,23.464852;113.476189,23.464596;113.47592,23.464245;113.475165,23.463416;113.473168,23.461593;113.472418,23.460872;113.471554,23.459939;113.470321,23.458533;113.469679,23.457869;113.469154,23.457365;113.468641,23.456936;113.468073,23.45651;113.467461,23.456098;113.467018,23.455807;113.466797,23.455664;113.464314,23.454049;113.463116,23.45326;113.461493,23.452209;113.459262,23.450751;113.458863,23.450486;113.457539,23.449622;113.456623,23.449028;113.456024,23.448646;113.455651,23.448411;113.455278,23.44819;113.455035,23.448043;113.454219,23.447548;113.45378,23.447309;113.452865,23.446845;113.451458,23.446224;113.450846,23.445981;113.449974,23.445668;113.448798,23.445308;113.448372,23.4452;113.447951,23.445087;113.446962,23.44487;113.446662,23.444822;113.445256,23.444609;113.444822,23.444549;113.444319,23.444484;113.443368,23.444397;113.442383,23.444353;113.441441,23.444345;113.440747,23.444362;113.4398,23.444414;113.438164,23.444544',\n",
       "      'action': '向右前方行驶',\n",
       "      'assistant_action': '进入匝道'},\n",
       "     {'instruction': '沿G45大广高速出口向西行驶485米靠左',\n",
       "      'orientation': '西',\n",
       "      'road': 'G45大广高速出口',\n",
       "      'distance': '485',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '485',\n",
       "      'toll_road': 'G45大广高速出口',\n",
       "      'duration': '21',\n",
       "      'polyline': '113.438164,23.444544;113.438056,23.444631;113.437925,23.444666;113.437339,23.444748;113.436892,23.444822;113.435911,23.444987;113.434766,23.4452;113.433542,23.445443',\n",
       "      'action': '靠左',\n",
       "      'assistant_action': []},\n",
       "     {'instruction': '沿机场北立交向西行驶535米向右前方行驶',\n",
       "      'orientation': '西',\n",
       "      'road': '机场北立交',\n",
       "      'distance': '535',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '535',\n",
       "      'toll_road': '机场北立交',\n",
       "      'duration': '33',\n",
       "      'polyline': '113.433542,23.445443;113.431901,23.445846;113.431024,23.446098;113.429618,23.446506;113.42852,23.446866',\n",
       "      'action': '向右前方行驶',\n",
       "      'assistant_action': []},\n",
       "     {'instruction': '沿机场北立交途径G4京港澳高速向南行驶20.6千米靠左沿主路行驶',\n",
       "      'orientation': '南',\n",
       "      'road': '机场北立交',\n",
       "      'distance': '20590',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '20590',\n",
       "      'toll_road': '机场北立交',\n",
       "      'duration': '859',\n",
       "      'polyline': '113.42852,23.446866;113.428181,23.447053;113.42809,23.447118;113.428008,23.447201;113.427951,23.447296;113.427904,23.447396;113.427878,23.4475;113.427865,23.447604;113.427899,23.447826;113.427938,23.44793;113.42799,23.448008;113.428064,23.44809;113.428151,23.448164;113.428273,23.448234;113.428381,23.448277;113.428498,23.448299;113.428611,23.448307;113.428763,23.448294;113.42888,23.44826;113.429002,23.448203;113.42918,23.448064;113.429249,23.447977;113.429297,23.447878;113.429336,23.447773;113.429349,23.447665;113.429345,23.447556;113.429323,23.447444;113.429227,23.44717;113.429201,23.447036;113.429188,23.446875;113.429028,23.44648;113.428845,23.445977;113.428676,23.445434;113.428568,23.445035;113.428516,23.444822;113.428416,23.444414;113.428268,23.443615;113.428247,23.443429;113.428199,23.442704;113.428177,23.441359;113.428229,23.440516;113.428273,23.440187;113.428346,23.43967;113.428832,23.437122;113.428906,23.436519;113.428954,23.435972;113.42898,23.435356;113.428976,23.434909;113.428937,23.434141;113.428906,23.433837;113.428841,23.433303;113.42872,23.432635;113.428659,23.432344;113.428537,23.431862;113.428316,23.431141;113.428194,23.430794;113.427865,23.429961;113.427391,23.428963;113.426931,23.427995;113.426658,23.427405;113.426285,23.42661;113.425399,23.424718;113.424635,23.42309;113.424527,23.422852;113.424115,23.421901;113.423815,23.421141;113.423433,23.420035;113.423207,23.419288;113.422852,23.417943;113.422778,23.417656;113.422604,23.416775;113.422457,23.415968;113.422266,23.414557;113.42224,23.414184;113.422148,23.413199;113.422114,23.412639;113.422088,23.411862;113.422088,23.411788;113.422105,23.410512;113.422131,23.409718;113.422174,23.409058;113.42224,23.408333;113.422352,23.407439;113.422852,23.404284;113.422951,23.403646;113.423086,23.402543;113.423134,23.401719;113.423173,23.400985;113.423173,23.400877;113.423164,23.400521;113.423142,23.399657;113.423125,23.399262;113.423021,23.398012;113.422925,23.397292;113.422852,23.396879;113.422843,23.396853;113.422717,23.396163;113.422556,23.395247;113.422413,23.39451;113.421793,23.391124;113.421602,23.389891;113.421454,23.388958;113.421324,23.387873;113.421228,23.386866;113.421185,23.385334;113.421207,23.384141;113.421345,23.382188;113.421489,23.380694;113.421697,23.378906;113.421966,23.37658;113.42204,23.375911;113.42217,23.374792;113.422183,23.374253;113.422161,23.373194;113.422114,23.372613;113.421979,23.371419;113.421636,23.369844;113.421272,23.368655;113.421085,23.368099;113.421011,23.367917;113.420707,23.367205;113.420334,23.366406;113.419874,23.365556;113.41849,23.363342;113.417821,23.362235;113.417435,23.361532;113.41704,23.360729;113.416793,23.360165;113.416562,23.359575;113.416354,23.358984;113.415707,23.356931;113.415673,23.356819;113.41523,23.355543;113.415039,23.355069;113.414818,23.354592;113.41441,23.353859;113.414058,23.353299;113.413676,23.352773;113.413021,23.351957;113.412079,23.350977;113.408312,23.346762;113.407921,23.346289;113.407587,23.345946;113.40674,23.345065;113.406011,23.344336;113.404505,23.34306;113.400998,23.340382;113.400877,23.340282;113.399514,23.339175;113.398082,23.337895;113.396233,23.336137;113.395126,23.334996;113.395095,23.334961;113.393485,23.333147;113.392027,23.331359;113.391628,23.330877;113.390608,23.329588;113.386289,23.324236;113.386081,23.323971;113.385651,23.323424;113.384983,23.322487;113.384171,23.321324;113.383207,23.319835;113.382188,23.318121;113.381558,23.316988;113.380868,23.315625;113.380525,23.314926;113.380135,23.314106;113.379931,23.31365;113.379648,23.312986;113.37924,23.312005;113.378906,23.311159;113.376363,23.304822;113.376111,23.304236;113.375729,23.303411;113.375226,23.302487;113.374913,23.302001;113.374792,23.30181;113.374323,23.301163;113.373837,23.300551;113.373559,23.300234;113.373286,23.299935;113.372639,23.29928;113.370985,23.297713;113.370703,23.297418;113.370269,23.296918;113.369865,23.296393;113.369427,23.295729;113.369171,23.295269;113.368997,23.294913;113.368785,23.294436;113.368602,23.293954;113.368485,23.293585;113.368351,23.29309;113.368251,23.292578;113.36819,23.292205;113.368138,23.291688;113.368121,23.291432;113.368116,23.291016;113.368116,23.29079;113.368125,23.290408;113.36826,23.288481;113.368316,23.287448;113.368329,23.286428;113.36832,23.285642;113.368294,23.284991;113.368116,23.282135',\n",
       "      'action': '靠左',\n",
       "      'assistant_action': '沿主路行驶'},\n",
       "     {'instruction': '沿S4华南快速途径梅窿2号大桥、石湖中桥、梅窿1号大桥、长坤1号桥、金垄大桥向南行驶6.1千米直行进入隧道',\n",
       "      'orientation': '南',\n",
       "      'road': 'S4华南快速',\n",
       "      'distance': '6054',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '6054',\n",
       "      'toll_road': 'S4华南快速',\n",
       "      'duration': '304',\n",
       "      'polyline': '113.368116,23.282135;113.367986,23.280026;113.367943,23.279358;113.367882,23.278229;113.367669,23.274905;113.367622,23.273945;113.367635,23.273481;113.367661,23.273147;113.367726,23.272639;113.367843,23.272079;113.367934,23.271654;113.368268,23.270625;113.368372,23.270291;113.368498,23.269796;113.368563,23.269336;113.368572,23.269041;113.368572,23.268898;113.368563,23.26865;113.368511,23.268238;113.36839,23.267743;113.368303,23.267478;113.368099,23.267031;113.367951,23.266766;113.367487,23.266102;113.366011,23.26411;113.365204,23.262899;113.364783,23.262214;113.364371,23.261445;113.363893,23.26043;113.363472,23.259375;113.363212,23.258646;113.363038,23.258056;113.362986,23.257882;113.362752,23.25694;113.362565,23.255998;113.362483,23.255495;113.362435,23.255109;113.36237,23.254405;113.362348,23.254119;113.3623,23.252513;113.362244,23.247509;113.362231,23.24707;113.362222,23.24645;113.362205,23.246107;113.362144,23.245699;113.362053,23.245352;113.361997,23.245126;113.361819,23.244709;113.361714,23.244518;113.361493,23.244141;113.361437,23.244054;113.361098,23.243641;113.36076,23.243281;113.360395,23.242943;113.359987,23.242595;113.358911,23.241671;113.357565,23.240512;113.356931,23.239961;113.356823,23.23987;113.356597,23.239648;113.356324,23.239327;113.356046,23.238915;113.355903,23.238598;113.355786,23.238168;113.355729,23.237852;113.355725,23.237669;113.355755,23.237261;113.355794,23.23694;113.355907,23.236636;113.356168,23.236124;113.356202,23.236081;113.356428,23.235794;113.356641,23.235508;113.356888,23.235221;113.356931,23.235165;113.358038,23.233711;113.358394,23.233181;113.358568,23.232808;113.358641,23.232648;113.358932,23.231901',\n",
       "      'action': '直行',\n",
       "      'assistant_action': '进入隧道'},\n",
       "     {'instruction': '沿石门堂山隧道途径S4华南快速向南行驶2.5千米靠左沿主路行驶',\n",
       "      'orientation': '南',\n",
       "      'road': '石门堂山隧道',\n",
       "      'distance': '2504',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '2504',\n",
       "      'toll_road': '石门堂山隧道',\n",
       "      'duration': '132',\n",
       "      'polyline': '113.358932,23.231901;113.359084,23.231458;113.35951,23.23003;113.360595,23.226415;113.361042,23.225095;113.361115,23.224883;113.361385,23.224115;113.361567,23.223668;113.361892,23.222873;113.362188,23.22227;113.363685,23.219405;113.364045,23.218542;113.364397,23.217656;113.365326,23.215482;113.365894,23.21411;113.366267,23.21322;113.366953,23.211554;113.367322,23.21069',\n",
       "      'action': '靠左',\n",
       "      'assistant_action': '沿主路行驶'},\n",
       "     {'instruction': '沿S4华南快速向南行驶1.6千米向右前方行驶进入匝道',\n",
       "      'orientation': '南',\n",
       "      'road': 'S4华南快速',\n",
       "      'distance': '1589',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '1589',\n",
       "      'toll_road': 'S4华南快速',\n",
       "      'duration': '119',\n",
       "      'polyline': '113.367322,23.21069;113.367639,23.209913;113.36796,23.208924;113.368086,23.208446;113.36809,23.208433;113.368303,23.207604;113.368546,23.206298;113.368646,23.205694;113.368893,23.203911;113.368941,23.203455;113.368989,23.203125;113.369002,23.20306;113.369062,23.202661;113.369154,23.201966;113.369206,23.201541;113.369297,23.200946;113.369345,23.200651;113.36944,23.200056;113.36954,23.19964;113.370017,23.197227;113.370135,23.196567',\n",
       "      'action': '向右前方行驶',\n",
       "      'assistant_action': '进入匝道'},\n",
       "     {'instruction': '沿S4华南快速出口向东南行驶806米减速行驶到达收费站',\n",
       "      'orientation': '东南',\n",
       "      'road': 'S4华南快速出口',\n",
       "      'distance': '806',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '806',\n",
       "      'toll_road': 'S4华南快速出口',\n",
       "      'duration': '130',\n",
       "      'polyline': '113.370135,23.196567;113.370095,23.196345;113.370087,23.19622;113.370069,23.195365;113.370065,23.194141;113.370074,23.193919;113.370078,23.193863;113.370113,23.193772;113.370148,23.193702;113.370204,23.193637;113.370295,23.193568;113.37036,23.193533;113.370456,23.193498;113.370512,23.19349;113.370599,23.193494;113.370694,23.193511;113.37076,23.193537;113.370851,23.193594;113.370929,23.193663;113.370977,23.193741;113.371011,23.193819;113.371029,23.193911;113.371024,23.194041;113.370998,23.194175;113.370712,23.195239;113.370686,23.19536;113.370681,23.195477;113.370694,23.195586;113.370716,23.195638;113.370773,23.19572;113.370872,23.195799;113.370951,23.195833;113.371029,23.195842;113.371102,23.195842;113.371181,23.19582;113.371246,23.19579;113.371463,23.195707;113.37178,23.195043',\n",
       "      'action': '减速行驶',\n",
       "      'assistant_action': '到达收费站'},\n",
       "     {'instruction': '沿S4华南快速出口向南行驶164米右转',\n",
       "      'orientation': '南',\n",
       "      'road': 'S4华南快速出口',\n",
       "      'distance': '164',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '79',\n",
       "      'polyline': '113.37178,23.195043;113.371853,23.194839;113.371905,23.194562;113.371918,23.194249;113.37191,23.194115;113.371797,23.193585',\n",
       "      'action': '右转',\n",
       "      'assistant_action': []},\n",
       "     {'instruction': '沿S4华南快速出口途径天源路向西南行驶1.9千米靠左沿主路行驶',\n",
       "      'orientation': '西南',\n",
       "      'road': 'S4华南快速出口',\n",
       "      'distance': '1882',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '243',\n",
       "      'polyline': '113.371797,23.193585;113.371658,23.193498;113.371406,23.193385;113.370977,23.193194;113.37089,23.193207;113.370369,23.193294;113.369913,23.193377;113.369783,23.19339;113.369714,23.193407;113.369136,23.193494;113.368863,23.193537;113.368668,23.193537;113.368359,23.193503;113.368134,23.193446;113.367895,23.193342;113.367665,23.193203;113.367326,23.192852;113.366905,23.19224;113.366845,23.192135;113.366766,23.192001;113.366597,23.191727;113.366554,23.191662;113.366085,23.190998;113.365712,23.190486;113.365599,23.190313;113.365412,23.190009;113.365122,23.189553;113.364679,23.188906;113.364067,23.188016;113.363633,23.187365;113.363503,23.187157;113.363451,23.187031;113.363338,23.186853;113.363077,23.186467;113.362752,23.185994;113.362409,23.185651;113.362335,23.185586;113.362096,23.185404;113.361389,23.184931;113.360725,23.184497;113.360525,23.184375;113.360278,23.184219;113.359926,23.184036;113.359714,23.183932;113.35941,23.183824;113.359071,23.183689;113.358815,23.183589;113.358628,23.183507',\n",
       "      'action': '靠左',\n",
       "      'assistant_action': '沿主路行驶'},\n",
       "     {'instruction': '沿天源路向西南行驶1.3千米直行沿主路行驶',\n",
       "      'orientation': '西南',\n",
       "      'road': '天源路',\n",
       "      'distance': '1281',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '107',\n",
       "      'polyline': '113.358628,23.183507;113.357092,23.18293;113.356931,23.182873;113.354136,23.181858;113.353429,23.181602;113.353264,23.181567;113.352639,23.181363;113.352513,23.181311;113.352318,23.181194;113.352253,23.18115;113.351632,23.180747;113.351437,23.18059;113.351176,23.180334;113.35049,23.179692;113.350369,23.179575;113.350195,23.179397;113.349926,23.179132;113.349006,23.178225;113.348954,23.178164;113.348498,23.177674;113.348355,23.177509;113.348268,23.177413',\n",
       "      'action': '直行',\n",
       "      'assistant_action': '沿主路行驶'},\n",
       "     {'instruction': '沿天源路向西南行驶887米右转进入中间道路',\n",
       "      'orientation': '西南',\n",
       "      'road': '天源路',\n",
       "      'distance': '887',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '82',\n",
       "      'polyline': '113.348268,23.177413;113.347561,23.176419;113.34684,23.175352;113.346493,23.174813;113.346345,23.174527;113.346228,23.17418;113.346137,23.173746;113.345968,23.172847;113.34582,23.172374;113.345694,23.171979;113.345638,23.171858;113.34556,23.171745;113.345456,23.171632;113.345356,23.171515;113.345169,23.17128;113.344974,23.17105;113.34474,23.17079;113.344549,23.170616;113.344314,23.170417',\n",
       "      'action': '右转',\n",
       "      'assistant_action': '进入中间道路'},\n",
       "     {'instruction': '沿元岗横路向西北行驶302米左转',\n",
       "      'orientation': '西北',\n",
       "      'road': '元岗横路',\n",
       "      'distance': '302',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '105',\n",
       "      'polyline': '113.344193,23.170404;113.344045,23.170469;113.343572,23.17089;113.343082,23.17128;113.34293,23.171376;113.342669,23.171515;113.342378,23.171602;113.34217,23.171606;113.342079,23.171623;113.341701,23.171762',\n",
       "      'action': '左转',\n",
       "      'assistant_action': []},\n",
       "     {'instruction': '沿元岗横路向西南行驶123米左转',\n",
       "      'orientation': '西南',\n",
       "      'road': '元岗横路',\n",
       "      'distance': '123',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '211',\n",
       "      'polyline': '113.341701,23.171762;113.341654,23.17174;113.341562,23.171558;113.341181,23.170768',\n",
       "      'action': '左转',\n",
       "      'assistant_action': []},\n",
       "     {'instruction': '向东行驶83米到达目的地',\n",
       "      'orientation': '东',\n",
       "      'distance': '83',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '42',\n",
       "      'polyline': '113.341181,23.170768;113.341489,23.170738;113.34197,23.170621',\n",
       "      'action': [],\n",
       "      'assistant_action': '到达目的地'}],\n",
       "    'restriction': '0',\n",
       "    'traffic_lights': '6'}]}}"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geo.driving(yx_key,'113.679287,23.632575','113.342309,23.170892')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 行政区域查询"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000',\n",
       " 'count': '1',\n",
       " 'suggestion': {'keywords': [], 'cities': []},\n",
       " 'districts': [{'citycode': '020',\n",
       "   'adcode': '440100',\n",
       "   'name': '广州市',\n",
       "   'center': '113.280637,23.125178',\n",
       "   'level': 'city',\n",
       "   'districts': [{'citycode': '020',\n",
       "     'adcode': '440117',\n",
       "     'name': '从化区',\n",
       "     'center': '113.587386,23.545283',\n",
       "     'level': 'district',\n",
       "     'districts': []},\n",
       "    {'citycode': '020',\n",
       "     'adcode': '440115',\n",
       "     'name': '南沙区',\n",
       "     'center': '113.53738,22.794531',\n",
       "     'level': 'district',\n",
       "     'districts': []},\n",
       "    {'citycode': '020',\n",
       "     'adcode': '440114',\n",
       "     'name': '花都区',\n",
       "     'center': '113.211184,23.39205',\n",
       "     'level': 'district',\n",
       "     'districts': []},\n",
       "    {'citycode': '020',\n",
       "     'adcode': '440111',\n",
       "     'name': '白云区',\n",
       "     'center': '113.262831,23.162281',\n",
       "     'level': 'district',\n",
       "     'districts': []},\n",
       "    {'citycode': '020',\n",
       "     'adcode': '440113',\n",
       "     'name': '番禺区',\n",
       "     'center': '113.364619,22.938582',\n",
       "     'level': 'district',\n",
       "     'districts': []},\n",
       "    {'citycode': '020',\n",
       "     'adcode': '440103',\n",
       "     'name': '荔湾区',\n",
       "     'center': '113.243038,23.124943',\n",
       "     'level': 'district',\n",
       "     'districts': []},\n",
       "    {'citycode': '020',\n",
       "     'adcode': '440105',\n",
       "     'name': '海珠区',\n",
       "     'center': '113.262008,23.103131',\n",
       "     'level': 'district',\n",
       "     'districts': []},\n",
       "    {'citycode': '020',\n",
       "     'adcode': '440118',\n",
       "     'name': '增城区',\n",
       "     'center': '113.829579,23.290497',\n",
       "     'level': 'district',\n",
       "     'districts': []},\n",
       "    {'citycode': '020',\n",
       "     'adcode': '440104',\n",
       "     'name': '越秀区',\n",
       "     'center': '113.280714,23.125624',\n",
       "     'level': 'district',\n",
       "     'districts': []},\n",
       "    {'citycode': '020',\n",
       "     'adcode': '440112',\n",
       "     'name': '黄埔区',\n",
       "     'center': '113.450761,23.103239',\n",
       "     'level': 'district',\n",
       "     'districts': []},\n",
       "    {'citycode': '020',\n",
       "     'adcode': '440106',\n",
       "     'name': '天河区',\n",
       "     'center': '113.335367,23.13559',\n",
       "     'level': 'district',\n",
       "     'districts': []}]}]}"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geo.district(yx_key,\"广州\",\"2\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 搜索POI"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 关键字搜索"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'suggestion': {'keywords': [], 'cities': []},\n",
       " 'count': '154',\n",
       " 'infocode': '10000',\n",
       " 'pois': [{'parent': [],\n",
       "   'address': '温泉大道882号',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'photos': [],\n",
       "   'typecode': '141201',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院',\n",
       "   'location': '113.679262,23.632583',\n",
       "   'tel': '020-61787331',\n",
       "   'shopid': [],\n",
       "   'id': 'B00140MR9A'},\n",
       "  {'parent': 'B0FFMCZOK0',\n",
       "   'address': '温泉大道882',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '通行设施;临街院门;临街院门',\n",
       "   'photos': [],\n",
       "   'typecode': '991400',\n",
       "   'shopinfo': '2',\n",
       "   'poiweight': [],\n",
       "   'childtype': '101',\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院(西北门)',\n",
       "   'location': '113.672109,23.643371',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B00141JCWL'},\n",
       "  {'parent': [],\n",
       "   'address': '温泉镇',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'photos': [],\n",
       "   'typecode': '141201',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院',\n",
       "   'location': '113.671493,23.643831',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFMCZOK0'},\n",
       "  {'parent': 'B00140MR9A',\n",
       "   'address': '温泉大道886号中山大学南方学院内',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '科教文化服务;学校;学校',\n",
       "   'photos': [],\n",
       "   'typecode': '141200',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院-综合楼',\n",
       "   'location': '113.680117,23.631544',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFF2VMJ4'},\n",
       "  {'parent': 'B00140MR9A',\n",
       "   'address': '中山路',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '科教文化服务;科教文化场所;科教文化场所',\n",
       "   'photos': [],\n",
       "   'typecode': '140000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院音乐系',\n",
       "   'location': '113.678792,23.635389',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFKPXMCN'},\n",
       "  {'parent': 'B00140MR9A',\n",
       "   'address': '温泉大道882号',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '通行设施;临街院门;临街院门',\n",
       "   'photos': [],\n",
       "   'typecode': '991400',\n",
       "   'shopinfo': '2',\n",
       "   'poiweight': [],\n",
       "   'childtype': '101',\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院(东南门)',\n",
       "   'location': '113.678733,23.628290',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFK8J7XY'},\n",
       "  {'parent': 'B0FFMCZOK0',\n",
       "   'address': '温泉大道882',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '通行设施;临街院门;临街院门',\n",
       "   'photos': [],\n",
       "   'typecode': '991400',\n",
       "   'shopinfo': '2',\n",
       "   'poiweight': [],\n",
       "   'childtype': '101',\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院(正门)',\n",
       "   'location': '113.671663,23.643941',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0G06MOP96'},\n",
       "  {'parent': [],\n",
       "   'address': '神岗镇',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '科教文化服务;学校;小学',\n",
       "   'photos': [],\n",
       "   'typecode': '141203',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院附属小学',\n",
       "   'location': '113.522758,23.473157',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFLA7KQW'},\n",
       "  {'parent': 'B00140MR9A',\n",
       "   'address': '博学路4附近',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '科教文化服务;科教文化场所;科教文化场所',\n",
       "   'photos': [],\n",
       "   'typecode': '140000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院西区饭堂',\n",
       "   'location': '113.676210,23.632177',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFJLW0O9'},\n",
       "  {'parent': [],\n",
       "   'address': '温泉大道882号中山大学南方学院',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '科教文化服务;学校;学校',\n",
       "   'photos': [],\n",
       "   'typecode': '141200',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院-综合楼',\n",
       "   'location': '113.677892,23.628958',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFLFILKM'},\n",
       "  {'parent': 'B00140MR9A',\n",
       "   'address': '中山大学南方学院',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '科教文化服务;科教文化场所;科教文化场所',\n",
       "   'photos': [],\n",
       "   'typecode': '140000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院教学楼9号',\n",
       "   'location': '113.679747,23.633032',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFLFIY0N'},\n",
       "  {'parent': 'B00140MR9A',\n",
       "   'address': '博学路21',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '科教文化服务;科教文化场所;科教文化场所',\n",
       "   'photos': [],\n",
       "   'typecode': '140000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院教学楼2号',\n",
       "   'location': '113.677060,23.631346',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B00141TRVH'},\n",
       "  {'parent': 'B00140MR9A',\n",
       "   'address': '博学路',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '科教文化服务;科教文化场所;科教文化场所',\n",
       "   'photos': [],\n",
       "   'typecode': '140000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院教学楼10号',\n",
       "   'location': '113.680125,23.633492',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFFTC9PH'},\n",
       "  {'parent': 'B00140MR9A',\n",
       "   'address': '温泉大道882号中山大学南方学院',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '科教文化服务;科教文化场所;科教文化场所',\n",
       "   'photos': [],\n",
       "   'typecode': '140000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院-第11教学楼',\n",
       "   'location': '113.680037,23.633173',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFJKIA10'},\n",
       "  {'parent': 'B00140MR9A',\n",
       "   'address': '博学路',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '科教文化服务;科教文化场所;科教文化场所',\n",
       "   'photos': [],\n",
       "   'typecode': '140000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院教学楼8号',\n",
       "   'location': '113.680399,23.634329',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B00141WQCO'},\n",
       "  {'parent': 'B00140MR9A',\n",
       "   'address': '博学路7',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'photos': [],\n",
       "   'typecode': '141201',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院教学楼7号',\n",
       "   'location': '113.678600,23.633330',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B00141TQGR'},\n",
       "  {'parent': 'B00140MR9A',\n",
       "   'address': '博学路29',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '科教文化服务;科教文化场所;科教文化场所',\n",
       "   'photos': [],\n",
       "   'typecode': '140000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院教学楼4号',\n",
       "   'location': '113.677460,23.630490',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B00141TR76'},\n",
       "  {'parent': 'B00140MR9A',\n",
       "   'address': '温泉大道882号中山大学南方学院新综合楼二楼',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '科教文化服务;科教文化场所;科教文化场所',\n",
       "   'photos': [],\n",
       "   'typecode': '140000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院达人书院',\n",
       "   'location': '113.679041,23.632392',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFM4JIF8'},\n",
       "  {'parent': 'B00140MR9A',\n",
       "   'address': '博学路附近',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '科教文化服务;科教文化场所;科教文化场所',\n",
       "   'photos': [],\n",
       "   'typecode': '140000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院1号实验楼',\n",
       "   'location': '113.678215,23.631370',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFKP9ET5'},\n",
       "  {'parent': 'B00140MR9A',\n",
       "   'address': '温泉镇博学路中山大学南方学院9号教学楼',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '科教文化服务;科教文化场所;科教文化场所',\n",
       "   'photos': [],\n",
       "   'typecode': '140000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院-政商研究院',\n",
       "   'location': '113.680427,23.633994',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFL9B0QY'}],\n",
       " 'status': '1',\n",
       " 'info': 'OK'}"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geo.poi_keywords(yx_key,\"广东省广州市中山大学南方学院\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 周边搜索"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'suggestion': {'keywords': [], 'cities': []},\n",
       " 'count': '869',\n",
       " 'infocode': '10000',\n",
       " 'pois': [{'parent': [],\n",
       "   'address': '东涌镇励业路8号之十一,十二,十三101房屋',\n",
       "   'distance': '20',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'type': '餐饮服务;快餐厅;快餐厅',\n",
       "   'photos': [],\n",
       "   'typecode': '050300',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '麦乐堡',\n",
       "   'location': '113.671629,23.643697',\n",
       "   'tel': '18613021983',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFGT2P12'},\n",
       "  {'parent': [],\n",
       "   'address': '温泉镇龙岗墟桃园东路27号首层之二',\n",
       "   'distance': '97',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'type': '餐饮服务;快餐厅;快餐厅',\n",
       "   'photos': [],\n",
       "   'typecode': '050300',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '爱尚小厨',\n",
       "   'location': '113.671691,23.642976',\n",
       "   'tel': '13928871760',\n",
       "   'shopid': [],\n",
       "   'id': 'B0G2U947T4'},\n",
       "  {'parent': [],\n",
       "   'address': '温泉镇卫东村105国道旁(中石油油站斜对面)',\n",
       "   'distance': '443',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'type': '餐饮服务;中餐厅;中餐厅',\n",
       "   'photos': [],\n",
       "   'typecode': '050100',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '悠然居农庄',\n",
       "   'location': '113.674596,23.646622',\n",
       "   'tel': '020-87836333',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFFAIYUL'},\n",
       "  {'parent': [],\n",
       "   'address': '温泉镇其兴里',\n",
       "   'distance': '466',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'type': '餐饮服务;中餐厅;中餐厅',\n",
       "   'photos': [],\n",
       "   'typecode': '050100',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '老客家山水豆腐花',\n",
       "   'location': '113.674548,23.646949',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFLMQBEQ'},\n",
       "  {'parent': [],\n",
       "   'address': '温泉大道(中山大学旁)卫东村卫东村委南侧50米处',\n",
       "   'distance': '761',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'type': '餐饮服务;中餐厅;中餐厅',\n",
       "   'photos': [],\n",
       "   'typecode': '050100',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '卫东农庄',\n",
       "   'location': '113.677636,23.647717',\n",
       "   'tel': '020-37977399',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFGKX9PY'},\n",
       "  {'parent': [],\n",
       "   'address': [],\n",
       "   'distance': '772',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'type': '生活服务;事务所;律师事务所',\n",
       "   'photos': [],\n",
       "   'typecode': '070701',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '卫东村公共法律服务工作室',\n",
       "   'location': '113.677652,23.647873',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFLJUH37'},\n",
       "  {'parent': [],\n",
       "   'address': '温泉镇东学楼27号楼',\n",
       "   'distance': '774',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'type': '餐饮服务;中餐厅;中餐厅',\n",
       "   'photos': [],\n",
       "   'typecode': '050100',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '南方学院第5食堂',\n",
       "   'location': '113.673950,23.637245',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFKSCUBR'},\n",
       "  {'parent': [],\n",
       "   'address': 'Y526(福泉路)',\n",
       "   'distance': '902',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'type': '商务住宅;商务住宅相关;商务住宅相关',\n",
       "   'photos': [],\n",
       "   'typecode': '120000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '荔品汇(建设中)',\n",
       "   'location': '113.662855,23.642072',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFIAPQ5C'},\n",
       "  {'parent': [],\n",
       "   'address': '石坑村东儒队00762号',\n",
       "   'distance': '962',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'type': '餐饮服务;冷饮店;冷饮店',\n",
       "   'photos': [],\n",
       "   'typecode': '050700',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '芬芳甜品',\n",
       "   'location': '113.675264,23.635903',\n",
       "   'tel': '13682211012',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFKSELIP'},\n",
       "  {'parent': [],\n",
       "   'address': '石坑村江联社自编00802号',\n",
       "   'distance': '1031',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'type': '餐饮服务;快餐厅;快餐厅',\n",
       "   'photos': [],\n",
       "   'typecode': '050300',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '派乐汉堡',\n",
       "   'location': '113.677547,23.636405',\n",
       "   'tel': '13660836836',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFKT2OOF'},\n",
       "  {'parent': [],\n",
       "   'address': '温泉镇温泉大道317号',\n",
       "   'distance': '1072',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'type': '餐饮服务;冷饮店;冷饮店',\n",
       "   'photos': [],\n",
       "   'typecode': '050700',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '化州糖水',\n",
       "   'location': '113.672167,23.634214',\n",
       "   'tel': '18079353869',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFKT4DAP'},\n",
       "  {'parent': [],\n",
       "   'address': '从化从化市温泉镇温泉旅游度假区内',\n",
       "   'distance': '1086',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'type': '商务住宅;住宅区;住宅区',\n",
       "   'photos': [],\n",
       "   'typecode': '120300',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '从化温泉高尔夫花园',\n",
       "   'location': '113.665202,23.651704',\n",
       "   'tel': '13798086222',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFFW7E2S'},\n",
       "  {'parent': [],\n",
       "   'address': '从化温泉富力泉雅墨别墅',\n",
       "   'distance': '1086',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'type': '商务住宅;住宅区;住宅区',\n",
       "   'photos': [],\n",
       "   'typecode': '120300',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '雅墨别墅',\n",
       "   'location': '113.665211,23.651712',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFF9X5N7'},\n",
       "  {'parent': [],\n",
       "   'address': '温泉大道卫东村桥栏队95号(桃姐农庄斜对面)',\n",
       "   'distance': '1092',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'type': '餐饮服务;中餐厅;中餐厅',\n",
       "   'photos': [],\n",
       "   'typecode': '050100',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '乡村农庄',\n",
       "   'location': '113.679408,23.650220',\n",
       "   'tel': '13710082043',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFM1H10P'},\n",
       "  {'parent': [],\n",
       "   'address': '温泉镇永福新村5号',\n",
       "   'distance': '1093',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'type': '餐饮服务;中餐厅;中餐厅',\n",
       "   'photos': [],\n",
       "   'typecode': '050100',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '凤仙餐馆',\n",
       "   'location': '113.661270,23.640879',\n",
       "   'tel': '020-87838990',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFHE66RZ'},\n",
       "  {'parent': [],\n",
       "   'address': '福泉路',\n",
       "   'distance': '1109',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'type': '餐饮服务;中餐厅;中餐厅',\n",
       "   'photos': [],\n",
       "   'typecode': '050100',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '李阿姨小炒',\n",
       "   'location': '113.661118,23.640835',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFLJNEWC'},\n",
       "  {'parent': [],\n",
       "   'address': '永福新村12',\n",
       "   'distance': '1149',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'type': '生活服务;共享设备;充电宝',\n",
       "   'photos': [],\n",
       "   'typecode': '072101',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '怪兽充电(仙溪美食农庄)',\n",
       "   'location': '113.660749,23.640721',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFJOEFTV'},\n",
       "  {'parent': [],\n",
       "   'address': '福泉路12号(亨来斯登酒店东行160米)',\n",
       "   'distance': '1149',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'type': '餐饮服务;中餐厅;中餐厅',\n",
       "   'photos': [],\n",
       "   'typecode': '050100',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '仙溪美食农庄',\n",
       "   'location': '113.660749,23.640721',\n",
       "   'tel': '13725183498',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFFAIVRY'},\n",
       "  {'parent': [],\n",
       "   'address': '温泉镇大广高速公路富竹山居度假山庄',\n",
       "   'distance': '1151',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'type': '餐饮服务;餐饮相关场所;餐饮相关',\n",
       "   'photos': [],\n",
       "   'typecode': '050000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '高氏农家厨',\n",
       "   'location': '113.667670,23.634102',\n",
       "   'tel': '13710404989',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFI6TJFB'},\n",
       "  {'parent': [],\n",
       "   'address': '福泉路12号',\n",
       "   'distance': '1154',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'type': '餐饮服务;中餐厅;广东菜(粤菜)',\n",
       "   'photos': [],\n",
       "   'typecode': '050103',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '仙溪美食农庄宴会厅',\n",
       "   'location': '113.660650,23.640840',\n",
       "   'tel': '13725183498',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFM70JJE'}],\n",
       " 'status': '1',\n",
       " 'info': 'OK'}"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geo.poi_around(yx_key,'113.671493,23.643831')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 多边形搜索"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'suggestion': {'keywords': [], 'cities': []},\n",
       " 'count': '900',\n",
       " 'infocode': '10000',\n",
       " 'pois': [{'parent': [],\n",
       "   'address': '351路',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '交通设施服务;公交车站;公交车站相关',\n",
       "   'photos': [],\n",
       "   'typecode': '150700',\n",
       "   'shopinfo': '2',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '黄埔区',\n",
       "   'name': '九腌地路口(公交站)',\n",
       "   'location': '113.526272,23.378633',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'BV11383676'},\n",
       "  {'parent': [],\n",
       "   'address': '351路',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '交通设施服务;公交车站;公交车站相关',\n",
       "   'photos': [],\n",
       "   'typecode': '150700',\n",
       "   'shopinfo': '2',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '黄埔区',\n",
       "   'name': '下佰坑村(公交站)',\n",
       "   'location': '113.525246,23.381857',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'BV10555854'},\n",
       "  {'parent': [],\n",
       "   'address': '14号线支线/知识城线',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '交通设施服务;地铁站;地铁站',\n",
       "   'photos': [],\n",
       "   'typecode': '150500',\n",
       "   'shopinfo': '2',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '黄埔区',\n",
       "   'name': '枫下(地铁站)',\n",
       "   'location': '113.508322,23.363059',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'BV10851512'},\n",
       "  {'parent': [],\n",
       "   'address': '14号线支线/知识城线',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '交通设施服务;地铁站;地铁站',\n",
       "   'photos': [],\n",
       "   'typecode': '150500',\n",
       "   'shopinfo': '2',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '黄埔区',\n",
       "   'name': '新南(地铁站)',\n",
       "   'location': '113.495228,23.377232',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'BV10851518'},\n",
       "  {'parent': [],\n",
       "   'address': '14号线支线/知识城线',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '交通设施服务;地铁站;地铁站',\n",
       "   'photos': [],\n",
       "   'typecode': '150500',\n",
       "   'shopinfo': '2',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '黄埔区',\n",
       "   'name': '知识城(地铁站)',\n",
       "   'location': '113.525198,23.349377',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'BV10851520'},\n",
       "  {'parent': [],\n",
       "   'address': '351路',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '交通设施服务;公交车站;公交车站相关',\n",
       "   'photos': [],\n",
       "   'typecode': '150700',\n",
       "   'shopinfo': '2',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '黄埔区',\n",
       "   'name': '佛塱村(公交站)',\n",
       "   'location': '113.530764,23.372001',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'BV10555855'},\n",
       "  {'parent': [],\n",
       "   'address': '351路',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '交通设施服务;公交车站;公交车站相关',\n",
       "   'photos': [],\n",
       "   'typecode': '150700',\n",
       "   'shopinfo': '2',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '黄埔区',\n",
       "   'name': '上中坑村(公交站)',\n",
       "   'location': '113.533264,23.380391',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'BV10555844'},\n",
       "  {'parent': [],\n",
       "   'address': '351路',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '交通设施服务;公交车站;公交车站相关',\n",
       "   'photos': [],\n",
       "   'typecode': '150700',\n",
       "   'shopinfo': '2',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '黄埔区',\n",
       "   'name': '秋风路口(公交站)',\n",
       "   'location': '113.535881,23.381510',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'BV10555856'},\n",
       "  {'parent': [],\n",
       "   'address': '14号线支线/知识城线',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '交通设施服务;地铁站;地铁站',\n",
       "   'photos': [],\n",
       "   'typecode': '150500',\n",
       "   'shopinfo': '2',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '黄埔区',\n",
       "   'name': '红卫(地铁站)',\n",
       "   'location': '113.487415,23.399261',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'BV10851510'},\n",
       "  {'parent': [],\n",
       "   'address': '351路',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '交通设施服务;公交车站;公交车站相关',\n",
       "   'photos': [],\n",
       "   'typecode': '150700',\n",
       "   'shopinfo': '2',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '黄埔区',\n",
       "   'name': '佛塱村委(公交站)',\n",
       "   'location': '113.532241,23.368222',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'BV10555845'},\n",
       "  {'parent': [],\n",
       "   'address': '351路',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '交通设施服务;公交车站;公交车站相关',\n",
       "   'photos': [],\n",
       "   'typecode': '150700',\n",
       "   'shopinfo': '2',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '黄埔区',\n",
       "   'name': '佛塱路口(公交站)',\n",
       "   'location': '113.530074,23.366319',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'BV10555842'},\n",
       "  {'parent': [],\n",
       "   'address': '351路',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '交通设施服务;公交车站;公交车站相关',\n",
       "   'photos': [],\n",
       "   'typecode': '150700',\n",
       "   'shopinfo': '2',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '黄埔区',\n",
       "   'name': '狮地村(公交站)',\n",
       "   'location': '113.538615,23.373628',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'BV10555843'},\n",
       "  {'parent': [],\n",
       "   'address': '343路;457路;650路',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '交通设施服务;公交车站;公交车站相关',\n",
       "   'photos': [],\n",
       "   'typecode': '150700',\n",
       "   'shopinfo': '2',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '黄埔区',\n",
       "   'name': '枫下村(公交站)',\n",
       "   'location': '113.505964,23.365911',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'BV11399774'},\n",
       "  {'parent': [],\n",
       "   'address': '',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '交通设施服务;公交车站;公交车站相关',\n",
       "   'photos': [],\n",
       "   'typecode': '150700',\n",
       "   'shopinfo': '2',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '黄埔区',\n",
       "   'name': '枫下村口(公交站)',\n",
       "   'location': '113.506279,23.365309',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'BV10013850'},\n",
       "  {'parent': [],\n",
       "   'address': '343A路;343路;457路;650路',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '交通设施服务;公交车站;公交车站相关',\n",
       "   'photos': [],\n",
       "   'typecode': '150700',\n",
       "   'shopinfo': '2',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '黄埔区',\n",
       "   'name': '枫下村北(公交站)',\n",
       "   'location': '113.502578,23.369232',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'BV10013851'},\n",
       "  {'parent': [],\n",
       "   'address': '',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '交通设施服务;公交车站;公交车站相关',\n",
       "   'photos': [],\n",
       "   'typecode': '150700',\n",
       "   'shopinfo': '2',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '黄埔区',\n",
       "   'name': '地铁枫下站(公交站)',\n",
       "   'location': '113.508811,23.363090',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'BV10974235'},\n",
       "  {'parent': [],\n",
       "   'address': '',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '交通设施服务;公交车站;公交车站相关',\n",
       "   'photos': [],\n",
       "   'typecode': '150700',\n",
       "   'shopinfo': '2',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '黄埔区',\n",
       "   'name': '永安新村(公交站)',\n",
       "   'location': '113.508871,23.363053',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'BV10013849'},\n",
       "  {'parent': [],\n",
       "   'address': '343A路;826路',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '交通设施服务;公交车站;公交车站相关',\n",
       "   'photos': [],\n",
       "   'typecode': '150700',\n",
       "   'shopinfo': '2',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '黄埔区',\n",
       "   'name': '凤凰三横路南(公交站)',\n",
       "   'location': '113.500237,23.384626',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'BV11059693'},\n",
       "  {'parent': [],\n",
       "   'address': '351路;362路',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '交通设施服务;公交车站;公交车站相关',\n",
       "   'photos': [],\n",
       "   'typecode': '150700',\n",
       "   'shopinfo': '2',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '黄埔区',\n",
       "   'name': '下南路口(公交站)',\n",
       "   'location': '113.529145,23.360703',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'BV10013787'},\n",
       "  {'parent': [],\n",
       "   'address': '362路',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '交通设施服务;公交车站;公交车站相关',\n",
       "   'photos': [],\n",
       "   'typecode': '150700',\n",
       "   'shopinfo': '2',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '黄埔区',\n",
       "   'name': '下南路(公交站)',\n",
       "   'location': '113.531849,23.361723',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'BV10021175'}],\n",
       " 'status': '1',\n",
       " 'info': 'OK'}"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geo.poi_polygon(yx_key,\"113.679287,23.632575|113.361200,23.124680\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# IP定位"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000',\n",
       " 'province': '河北省',\n",
       " 'city': '沧州市',\n",
       " 'adcode': '130900',\n",
       " 'rectangle': '116.7585969,38.23976436;116.9409013,38.38219625'}"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geo.ip(yx_key,\"175.24.126.194\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 静态地图"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- 可用作用户的跑步路线图、定位打卡图等图片分享内容的功能。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.PngImagePlugin.PngImageFile image mode=P size=400x400 at 0x12475997430>"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geo.staticmap(yx_key,\"113.342309,23.170892\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 坐标转换"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'info': 'ok',\n",
       " 'infocode': '10000',\n",
       " 'locations': '13.679287,23.632575|116.481499,39.990375'}"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geo.convert(yx_key,\"13.679287,23.632575|116.481499,39.990375\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 天气查询"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'count': '1',\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000',\n",
       " 'forecasts': [{'city': '潮州市',\n",
       "   'adcode': '445100',\n",
       "   'province': '广东',\n",
       "   'reporttime': '2020-11-17 13:22:26',\n",
       "   'casts': [{'date': '2020-11-17',\n",
       "     'week': '2',\n",
       "     'dayweather': '多云',\n",
       "     'nightweather': '多云',\n",
       "     'daytemp': '28',\n",
       "     'nighttemp': '20',\n",
       "     'daywind': '北',\n",
       "     'nightwind': '北',\n",
       "     'daypower': '≤3',\n",
       "     'nightpower': '≤3'},\n",
       "    {'date': '2020-11-18',\n",
       "     'week': '3',\n",
       "     'dayweather': '多云',\n",
       "     'nightweather': '阴',\n",
       "     'daytemp': '28',\n",
       "     'nighttemp': '22',\n",
       "     'daywind': '北',\n",
       "     'nightwind': '北',\n",
       "     'daypower': '≤3',\n",
       "     'nightpower': '≤3'},\n",
       "    {'date': '2020-11-19',\n",
       "     'week': '4',\n",
       "     'dayweather': '小雨',\n",
       "     'nightweather': '多云',\n",
       "     'daytemp': '27',\n",
       "     'nighttemp': '22',\n",
       "     'daywind': '北',\n",
       "     'nightwind': '北',\n",
       "     'daypower': '≤3',\n",
       "     'nightpower': '≤3'},\n",
       "    {'date': '2020-11-20',\n",
       "     'week': '5',\n",
       "     'dayweather': '阵雨',\n",
       "     'nightweather': '阵雨',\n",
       "     'daytemp': '28',\n",
       "     'nighttemp': '21',\n",
       "     'daywind': '北',\n",
       "     'nightwind': '北',\n",
       "     'daypower': '≤3',\n",
       "     'nightpower': '≤3'}]}]}"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geo.weather(yx_key,\"潮州\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 输入提示"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'count': '10',\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000',\n",
       " 'tips': [{'id': 'B00140U02J',\n",
       "   'name': '广州市政务服务中心',\n",
       "   'district': '广东省广州市天河区',\n",
       "   'adcode': '440106',\n",
       "   'location': '113.320526,23.118071',\n",
       "   'address': '华利路61号',\n",
       "   'typecode': '130103',\n",
       "   'city': []},\n",
       "  {'id': 'B0FFKV1WAH',\n",
       "   'name': '广州市番禺区政务服务中心',\n",
       "   'district': '广东省广州市番禺区',\n",
       "   'adcode': '440113',\n",
       "   'location': '113.410320,22.936090',\n",
       "   'address': '亚运大道550号',\n",
       "   'typecode': '130100',\n",
       "   'city': []},\n",
       "  {'id': 'B0FFG85VQC',\n",
       "   'name': '广州市天河区政务服务中心',\n",
       "   'district': '广东省广州市天河区',\n",
       "   'adcode': '440106',\n",
       "   'location': '113.413477,23.170958',\n",
       "   'address': '软件路13号',\n",
       "   'typecode': '130104',\n",
       "   'city': []},\n",
       "  {'id': 'B00141J8MD',\n",
       "   'name': '广州开发区政务服务中心',\n",
       "   'district': '广东省广州市黄埔区',\n",
       "   'adcode': '440112',\n",
       "   'location': '113.482368,23.179171',\n",
       "   'address': '香雪三路3号',\n",
       "   'typecode': '130104',\n",
       "   'city': []},\n",
       "  {'id': 'B0FFKQ6YGB',\n",
       "   'name': '番禺区政务服务中心24小时自助服务',\n",
       "   'district': '广东省广州市番禺区',\n",
       "   'adcode': '440113',\n",
       "   'location': '113.410039,22.936230',\n",
       "   'address': '亚运大道550号',\n",
       "   'typecode': '130104',\n",
       "   'city': []},\n",
       "  {'id': 'B00141R9SE',\n",
       "   'name': '广州市海珠区政务服务中心',\n",
       "   'district': '广东省广州市海珠区',\n",
       "   'adcode': '440105',\n",
       "   'location': '113.340429,23.083310',\n",
       "   'address': '石榴岗路480号',\n",
       "   'typecode': '130104',\n",
       "   'city': []},\n",
       "  {'id': 'B0FFLKLERB',\n",
       "   'name': '增城区政务服务中心',\n",
       "   'district': '广东省广州市增城区',\n",
       "   'adcode': '440118',\n",
       "   'location': '113.819951,23.270870',\n",
       "   'address': '荔湖街景观大道北7号(雁塔派出所对面)',\n",
       "   'typecode': '130104',\n",
       "   'city': []},\n",
       "  {'id': 'B0FFM6HJZP',\n",
       "   'name': '广州市黄埔区政务服务中心',\n",
       "   'district': '广东省广州市黄埔区',\n",
       "   'adcode': '440112',\n",
       "   'location': '113.482604,23.179268',\n",
       "   'address': '香雪三路3号',\n",
       "   'typecode': '130104',\n",
       "   'city': []},\n",
       "  {'id': 'B00140W548',\n",
       "   'name': '广州市白云区政务服务中心',\n",
       "   'district': '广东省广州市白云区',\n",
       "   'adcode': '440111',\n",
       "   'location': '113.259632,23.171908',\n",
       "   'address': '棠景街道机场路561号',\n",
       "   'typecode': '130104',\n",
       "   'city': []},\n",
       "  {'id': 'B0FFF5W6RB',\n",
       "   'name': '广州市越秀区政务服务中心',\n",
       "   'district': '广东省广州市越秀区',\n",
       "   'adcode': '440104',\n",
       "   'location': '113.276012,23.130710',\n",
       "   'address': '东风中路448成悦大厦1-3层',\n",
       "   'typecode': '130104',\n",
       "   'city': []}]}"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geo.input_tips(yx_key,\"政务服务中心\",city=\"广州\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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